{"id":23,"date":"2024-08-29T10:18:59","date_gmt":"2024-08-29T10:18:59","guid":{"rendered":"https:\/\/towardsdatascience.com\/?page_id=23"},"modified":"2025-06-18T09:50:39","modified_gmt":"2025-06-18T14:50:39","slug":"homepage","status":"publish","type":"page","link":"https:\/\/towardsdatascience.com\/","title":{"rendered":"Homepage"},"content":{"rendered":"\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-query alignwide is-layout-flow wp-block-query-is-layout-flow\"><ul class=\"wp-block-post-template is-layout-grid wp-container-core-post-template-is-layout-b0b489e9 wp-block-post-template-is-layout-grid is-entire-card-clickable\"><li class=\"wp-block-post post-606585 post type-post status-publish format-standard has-post-thumbnail hentry category-data-science tag-artificial-intelligence tag-data tag-deep-dives tag-editors-pick tag-history tag-history-of-technology tag-technology\">\n\n<div class=\"wp-block-group alignwide is-vertical is-content-justification-left is-nowrap is-layout-flex wp-container-core-group-is-layout-0b94b808 wp-block-group-is-layout-flex wp-block-block wp-block-null\"><figure style=\"aspect-ratio:16\/9;width:100%;\" class=\"wp-block-post-featured-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1723\" height=\"691\" src=\"https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/Screenshot-2025-07-10-at-10.28.48\u202fPM-1.png\" class=\"attachment-post-thumbnail size-post-thumbnail not-transparent wp-post-image\" alt=\"\" style=\"--dominant-color: #e6e6e9;width:100%;height:100%;object-fit:cover;\" srcset=\"https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/Screenshot-2025-07-10-at-10.28.48\u202fPM-1.png 1723w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/Screenshot-2025-07-10-at-10.28.48\u202fPM-1-300x120.png 300w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/Screenshot-2025-07-10-at-10.28.48\u202fPM-1-1024x411.png 1024w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/Screenshot-2025-07-10-at-10.28.48\u202fPM-1-768x308.png 768w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/Screenshot-2025-07-10-at-10.28.48\u202fPM-1-1536x616.png 1536w\" sizes=\"auto, (max-width: 1723px) 100vw, 1723px\" data-has-transparency=\"false\" data-dominant-color=\"e6e6e9\" \/><\/figure>\n\n\n<div class=\"wp-block-group alignwide is-style-default is-vertical is-layout-flex wp-container-core-group-is-layout-4f9af663 wp-block-group-is-layout-flex\" style=\"padding-top:var(--wp--preset--spacing--10);padding-right:0;padding-left:0\">\n<div class=\"wp-block-group is-reversed is-vertical is-layout-flex wp-container-core-group-is-layout-ea0cb840 wp-block-group-is-layout-flex\"><h2 style=\"margin-top:0;margin-right:0;margin-bottom:0;margin-left:0;\" class=\"has-link-color alignwide wp-elements-c804df8ecfea890347697a4469c7a87f wp-block-post-title has-text-color has-text-primary-color has-heading-6-font-size\"><a href=\"https:\/\/towardsdatascience.com\/a-brief-recent-history-of-data\/\" target=\"_self\" >What Can the History of Data Tell Us About the Future of AI?<\/a><\/h2>\n\n\t<a href=\"https:\/\/towardsdatascience.com\/category\/data-science\/\" style=\"text-transform:uppercase;\" class=\"is-taxonomy-category wp-elements-361e18664420f2745478f0373bcee025 wp-block-tenup-post-primary-term has-text-color has-text-secondary-color has-eyebrow-1-font-size\">\n\t\tData Science\t<\/a>\n<\/div>\n\n\n<div class=\"has-link-color wp-elements-9b2da9e78c2e95c41dab8b5a7bd89187 wp-block-post-excerpt has-text-color has-text-secondary-color\"><p class=\"wp-block-post-excerpt__excerpt\">A 40-Year Look at Data, Business Models, and the Forces Shaping Intelligent Systems <\/p><\/div>\n\n\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-17c695da wp-block-group-is-layout-flex\">\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-7489e3c2 wp-block-group-is-layout-flex\"><div style=\"text-decoration:none;\" class=\"has-link-color wp-elements-405d4e0f55fae1c84a82bd83ba2e27c0 wp-block-post-author-name has-text-color has-blue-gray-color has-caption-1-font-size\"><a href=\"https:\/\/towardsdatascience.com\/author\/steve-hedden\/\" target=\"_self\" class=\"wp-block-post-author-name__link\">Steve Hedden<\/a><\/div>\n\n\n<div class=\"wp-block-group has-text-secondary-color has-text-color has-link-color wp-elements-d0177fb7ba90a51f585a7c4cb4e1df98 is-nowrap is-layout-flex wp-container-core-group-is-layout-a442b01b wp-block-group-is-layout-flex\"><div class=\"has-link-color wp-elements-99a26fa1313fab1f3f25cffcb782a34d wp-block-post-date has-text-color has-text-secondary-color has-caption-1-font-size\"><time datetime=\"2025-07-15T00:10:24-05:00\">Jul 15<\/time><\/div>\n\n\n<div class=\"wp-elements-717bb1e0e8956d465f5b94f3ba248dbf wp-block-tenup-post-time-to-read has-text-color has-text-secondary-color has-caption-1-font-size\">\n\t78 min read<\/div>\n\n\n\n\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n<\/li><li class=\"wp-block-post post-606583 post type-post status-publish format-standard has-post-thumbnail hentry category-data-science tag-classification tag-evaluation-metrics tag-model-evaluation tag-predictive-algorithm tag-regression\">\n\n<div class=\"wp-block-group alignwide is-vertical is-content-justification-left is-nowrap is-layout-flex wp-container-core-group-is-layout-0b94b808 wp-block-group-is-layout-flex wp-block-block wp-block-null\"><figure style=\"aspect-ratio:16\/9;width:100%;\" class=\"wp-block-post-featured-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1920\" height=\"1080\" src=\"https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/afif-ramdhasuma-RjqCk9MqhNg-unsplash-1.jpg\" class=\"attachment-post-thumbnail size-post-thumbnail not-transparent wp-post-image\" alt=\"\" style=\"--dominant-color: #7a7360;width:100%;height:100%;object-fit:cover;\" srcset=\"https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/afif-ramdhasuma-RjqCk9MqhNg-unsplash-1.jpg 1920w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/afif-ramdhasuma-RjqCk9MqhNg-unsplash-1-300x169.jpg 300w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/afif-ramdhasuma-RjqCk9MqhNg-unsplash-1-1024x576.jpg 1024w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/afif-ramdhasuma-RjqCk9MqhNg-unsplash-1-768x432.jpg 768w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/afif-ramdhasuma-RjqCk9MqhNg-unsplash-1-1536x864.jpg 1536w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" data-has-transparency=\"false\" data-dominant-color=\"7a7360\" \/><\/figure>\n\n\n<div class=\"wp-block-group alignwide is-style-default is-vertical is-layout-flex wp-container-core-group-is-layout-4f9af663 wp-block-group-is-layout-flex\" style=\"padding-top:var(--wp--preset--spacing--10);padding-right:0;padding-left:0\">\n<div class=\"wp-block-group is-reversed is-vertical is-layout-flex wp-container-core-group-is-layout-ea0cb840 wp-block-group-is-layout-flex\"><h2 style=\"margin-top:0;margin-right:0;margin-bottom:0;margin-left:0;\" class=\"has-link-color alignwide wp-elements-c804df8ecfea890347697a4469c7a87f wp-block-post-title has-text-color has-text-primary-color has-heading-6-font-size\"><a href=\"https:\/\/towardsdatascience.com\/accuracy-is-dead-calibration-discrimination-and-other-metrics-you-actually-need\/\" target=\"_self\" >Accuracy Is Dead: Calibration, Discrimination, and Other Metrics You Actually Need<\/a><\/h2>\n\n\t<a href=\"https:\/\/towardsdatascience.com\/category\/data-science\/\" style=\"text-transform:uppercase;\" class=\"is-taxonomy-category wp-elements-361e18664420f2745478f0373bcee025 wp-block-tenup-post-primary-term has-text-color has-text-secondary-color has-eyebrow-1-font-size\">\n\t\tData Science\t<\/a>\n<\/div>\n\n\n<div class=\"has-link-color wp-elements-9b2da9e78c2e95c41dab8b5a7bd89187 wp-block-post-excerpt has-text-color has-text-secondary-color\"><p class=\"wp-block-post-excerpt__excerpt\">A deep dive into advanced evaluation for data scientists <\/p><\/div>\n\n\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-17c695da wp-block-group-is-layout-flex\">\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-7489e3c2 wp-block-group-is-layout-flex\"><div style=\"text-decoration:none;\" class=\"has-link-color wp-elements-405d4e0f55fae1c84a82bd83ba2e27c0 wp-block-post-author-name has-text-color has-blue-gray-color has-caption-1-font-size\"><a href=\"https:\/\/towardsdatascience.com\/author\/polmarin\/\" target=\"_self\" class=\"wp-block-post-author-name__link\">Pol Marin<\/a><\/div>\n\n\n<div class=\"wp-block-group has-text-secondary-color has-text-color has-link-color wp-elements-d0177fb7ba90a51f585a7c4cb4e1df98 is-nowrap is-layout-flex wp-container-core-group-is-layout-a442b01b wp-block-group-is-layout-flex\"><div class=\"has-link-color wp-elements-99a26fa1313fab1f3f25cffcb782a34d wp-block-post-date has-text-color has-text-secondary-color has-caption-1-font-size\"><time datetime=\"2025-07-14T19:41:39-05:00\">Jul 14<\/time><\/div>\n\n\n<div class=\"wp-elements-717bb1e0e8956d465f5b94f3ba248dbf wp-block-tenup-post-time-to-read has-text-color has-text-secondary-color has-caption-1-font-size\">\n\t7 min read<\/div>\n\n\n\n\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n<\/li><\/ul><\/div>\n\n\n\n<div class=\"wp-block-group alignwide is-layout-flow wp-block-group-is-layout-flow\" style=\"margin-top:var(--wp--preset--spacing--40);padding-top:var(--wp--preset--spacing--16)\">\n<h2 class=\"wp-block-heading alignwide has-text-secondary-color has-text-color has-link-color has-heading-4-font-size wp-elements-b07e7953e63a10530236d9f02d7174c2\">Latest<\/h2>\n\n\n\n<div class=\"wp-block-query alignwide is-layout-flow wp-block-query-is-layout-flow\"><ul class=\"wp-block-post-template is-layout-grid wp-container-core-post-template-is-layout-c37e0d04 wp-block-post-template-is-layout-grid is-entire-card-clickable\"><li class=\"wp-block-post post-606581 post type-post status-publish format-standard has-post-thumbnail hentry category-large-language-models tag-llm tag-machine-learning tag-nlp tag-python tag-topic-modeling\">\n\n<div class=\"wp-block-group alignwide is-vertical is-content-justification-left is-nowrap is-layout-flex wp-container-core-group-is-layout-0b94b808 wp-block-group-is-layout-flex wp-block-block wp-block-null\"><figure style=\"aspect-ratio:16\/9;width:100%;\" class=\"wp-block-post-featured-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1790\" height=\"1131\" src=\"https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/FAST_10_wordcloud.png\" class=\"attachment-post-thumbnail size-post-thumbnail not-transparent wp-post-image\" alt=\"\" style=\"--dominant-color: #f6f3f0;width:100%;height:100%;object-fit:cover;\" srcset=\"https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/FAST_10_wordcloud.png 1790w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/FAST_10_wordcloud-300x190.png 300w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/FAST_10_wordcloud-1024x647.png 1024w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/FAST_10_wordcloud-768x485.png 768w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/FAST_10_wordcloud-1536x971.png 1536w\" sizes=\"auto, (max-width: 1790px) 100vw, 1790px\" data-has-transparency=\"false\" data-dominant-color=\"f6f3f0\" \/><\/figure>\n\n\n<div class=\"wp-block-group alignwide is-style-default is-vertical is-layout-flex wp-container-core-group-is-layout-4f9af663 wp-block-group-is-layout-flex\" style=\"padding-top:var(--wp--preset--spacing--10);padding-right:0;padding-left:0\">\n<div class=\"wp-block-group is-reversed is-vertical is-layout-flex wp-container-core-group-is-layout-ea0cb840 wp-block-group-is-layout-flex\"><h2 style=\"margin-top:0;margin-right:0;margin-bottom:0;margin-left:0;\" class=\"has-link-color alignwide wp-elements-c804df8ecfea890347697a4469c7a87f wp-block-post-title has-text-color has-text-primary-color has-heading-6-font-size\"><a href=\"https:\/\/towardsdatascience.com\/topic-model-labelling-with-llms\/\" target=\"_self\" >Topic Model Labelling with\u00a0LLMs<\/a><\/h2>\n\n\t<a href=\"https:\/\/towardsdatascience.com\/category\/artificial-intelligence\/large-language-models\/\" style=\"text-transform:uppercase;\" class=\"is-taxonomy-category wp-elements-361e18664420f2745478f0373bcee025 wp-block-tenup-post-primary-term has-text-color has-text-secondary-color has-eyebrow-1-font-size\">\n\t\tLarge Language Models\t<\/a>\n<\/div>\n\n\n<div class=\"has-link-color wp-elements-9b2da9e78c2e95c41dab8b5a7bd89187 wp-block-post-excerpt has-text-color has-text-secondary-color\"><p class=\"wp-block-post-excerpt__excerpt\">Python tutorial for reproducible labeling of cutting-edge topic models with GPT4-o-mini. <\/p><\/div>\n\n\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-17c695da wp-block-group-is-layout-flex\">\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-7489e3c2 wp-block-group-is-layout-flex\"><div style=\"text-decoration:none;\" class=\"has-link-color wp-elements-405d4e0f55fae1c84a82bd83ba2e27c0 wp-block-post-author-name has-text-color has-blue-gray-color has-caption-1-font-size\"><a href=\"https:\/\/towardsdatascience.com\/author\/petrkorab\/\" target=\"_self\" class=\"wp-block-post-author-name__link\">Petr Kor\u00e1b<\/a><\/div>\n\n\n<div class=\"wp-block-group has-text-secondary-color has-text-color has-link-color wp-elements-d0177fb7ba90a51f585a7c4cb4e1df98 is-nowrap is-layout-flex wp-container-core-group-is-layout-a442b01b wp-block-group-is-layout-flex\"><div class=\"has-link-color wp-elements-99a26fa1313fab1f3f25cffcb782a34d wp-block-post-date has-text-color has-text-secondary-color has-caption-1-font-size\"><time datetime=\"2025-07-14T18:44:18-05:00\">Jul 14<\/time><\/div>\n\n\n<div class=\"wp-elements-717bb1e0e8956d465f5b94f3ba248dbf wp-block-tenup-post-time-to-read has-text-color has-text-secondary-color has-caption-1-font-size\">\n\t6 min read<\/div>\n\n\n\n\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n<\/li><li class=\"wp-block-post post-606579 post type-post status-publish format-standard has-post-thumbnail hentry category-artificial-intelligence tag-career-advice tag-career-development tag-data-science tag-machine-learning tag-technology\">\n\n<div class=\"wp-block-group alignwide is-vertical is-content-justification-left is-nowrap is-layout-flex wp-container-core-group-is-layout-0b94b808 wp-block-group-is-layout-flex wp-block-block wp-block-null\"><figure style=\"aspect-ratio:16\/9;width:100%;\" class=\"wp-block-post-featured-image\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"533\" src=\"https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/0_H_L_P6f58-YJ7gK3.jpg\" class=\"attachment-post-thumbnail size-post-thumbnail not-transparent wp-post-image\" alt=\"\" style=\"--dominant-color: #76764c;width:100%;height:100%;object-fit:cover;\" srcset=\"https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/0_H_L_P6f58-YJ7gK3.jpg 800w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/0_H_L_P6f58-YJ7gK3-300x200.jpg 300w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/0_H_L_P6f58-YJ7gK3-768x512.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" data-has-transparency=\"false\" data-dominant-color=\"76764c\" \/><\/figure>\n\n\n<div class=\"wp-block-group alignwide is-style-default is-vertical is-layout-flex wp-container-core-group-is-layout-4f9af663 wp-block-group-is-layout-flex\" style=\"padding-top:var(--wp--preset--spacing--10);padding-right:0;padding-left:0\">\n<div class=\"wp-block-group is-reversed is-vertical is-layout-flex wp-container-core-group-is-layout-ea0cb840 wp-block-group-is-layout-flex\"><h2 style=\"margin-top:0;margin-right:0;margin-bottom:0;margin-left:0;\" class=\"has-link-color alignwide wp-elements-c804df8ecfea890347697a4469c7a87f wp-block-post-title has-text-color has-text-primary-color has-heading-6-font-size\"><a href=\"https:\/\/towardsdatascience.com\/there-and-back-again-an-ai-career-journey\/\" target=\"_self\" >There and Back Again: An AI Career\u00a0Journey<\/a><\/h2>\n\n\t<a href=\"https:\/\/towardsdatascience.com\/category\/artificial-intelligence\/\" style=\"text-transform:uppercase;\" class=\"is-taxonomy-category wp-elements-361e18664420f2745478f0373bcee025 wp-block-tenup-post-primary-term has-text-color has-text-secondary-color has-eyebrow-1-font-size\">\n\t\tArtificial Intelligence\t<\/a>\n<\/div>\n\n\n<div class=\"has-link-color wp-elements-9b2da9e78c2e95c41dab8b5a7bd89187 wp-block-post-excerpt has-text-color has-text-secondary-color\"><p class=\"wp-block-post-excerpt__excerpt\">A full circle moment 30 years in the\u00a0making <\/p><\/div>\n\n\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-17c695da wp-block-group-is-layout-flex\">\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-7489e3c2 wp-block-group-is-layout-flex\"><div style=\"text-decoration:none;\" class=\"has-link-color wp-elements-405d4e0f55fae1c84a82bd83ba2e27c0 wp-block-post-author-name has-text-color has-blue-gray-color has-caption-1-font-size\"><a href=\"https:\/\/towardsdatascience.com\/author\/dmartin0409\/\" target=\"_self\" class=\"wp-block-post-author-name__link\">David Martin<\/a><\/div>\n\n\n<div class=\"wp-block-group has-text-secondary-color has-text-color has-link-color wp-elements-d0177fb7ba90a51f585a7c4cb4e1df98 is-nowrap is-layout-flex wp-container-core-group-is-layout-a442b01b wp-block-group-is-layout-flex\"><div class=\"has-link-color wp-elements-99a26fa1313fab1f3f25cffcb782a34d wp-block-post-date has-text-color has-text-secondary-color has-caption-1-font-size\"><time datetime=\"2025-07-14T17:31:01-05:00\">Jul 14<\/time><\/div>\n\n\n<div class=\"wp-elements-717bb1e0e8956d465f5b94f3ba248dbf wp-block-tenup-post-time-to-read has-text-color has-text-secondary-color has-caption-1-font-size\">\n\t7 min read<\/div>\n\n\n\n\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n<\/li><li class=\"wp-block-post post-606577 post type-post status-publish format-standard has-post-thumbnail hentry category-data-science tag-bayesian-learning tag-deep-dives tag-demand-forecasting tag-reinforcement-learning tag-supply-chain-analytics\">\n\n<div class=\"wp-block-group alignwide is-vertical is-content-justification-left is-nowrap is-layout-flex wp-container-core-group-is-layout-0b94b808 wp-block-group-is-layout-flex wp-block-block wp-block-null\"><figure style=\"aspect-ratio:16\/9;width:100%;\" class=\"wp-block-post-featured-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1536\" height=\"1024\" src=\"https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/82d61016-c99c-4b6d-9c12-26e8da1fdb20.jpg\" class=\"attachment-post-thumbnail size-post-thumbnail not-transparent wp-post-image\" alt=\"\" style=\"--dominant-color: #e0dcd2;width:100%;height:100%;object-fit:cover;\" srcset=\"https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/82d61016-c99c-4b6d-9c12-26e8da1fdb20.jpg 1536w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/82d61016-c99c-4b6d-9c12-26e8da1fdb20-300x200.jpg 300w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/82d61016-c99c-4b6d-9c12-26e8da1fdb20-1024x683.jpg 1024w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/82d61016-c99c-4b6d-9c12-26e8da1fdb20-768x512.jpg 768w\" sizes=\"auto, (max-width: 1536px) 100vw, 1536px\" data-has-transparency=\"false\" data-dominant-color=\"e0dcd2\" \/><\/figure>\n\n\n<div class=\"wp-block-group alignwide is-style-default is-vertical is-layout-flex wp-container-core-group-is-layout-4f9af663 wp-block-group-is-layout-flex\" style=\"padding-top:var(--wp--preset--spacing--10);padding-right:0;padding-left:0\">\n<div class=\"wp-block-group is-reversed is-vertical is-layout-flex wp-container-core-group-is-layout-ea0cb840 wp-block-group-is-layout-flex\"><h2 style=\"margin-top:0;margin-right:0;margin-bottom:0;margin-left:0;\" class=\"has-link-color alignwide wp-elements-c804df8ecfea890347697a4469c7a87f wp-block-post-title has-text-color has-text-primary-color has-heading-6-font-size\"><a href=\"https:\/\/towardsdatascience.com\/dynamic-inventory-optimization-with-censored-demand-2\/\" target=\"_self\" >Dynamic Inventory Optimization with Censored Demand<\/a><\/h2>\n\n\t<a href=\"https:\/\/towardsdatascience.com\/category\/data-science\/\" style=\"text-transform:uppercase;\" class=\"is-taxonomy-category wp-elements-361e18664420f2745478f0373bcee025 wp-block-tenup-post-primary-term has-text-color has-text-secondary-color has-eyebrow-1-font-size\">\n\t\tData Science\t<\/a>\n<\/div>\n\n\n<div class=\"has-link-color wp-elements-9b2da9e78c2e95c41dab8b5a7bd89187 wp-block-post-excerpt has-text-color has-text-secondary-color\"><p class=\"wp-block-post-excerpt__excerpt\">A sequential decision framework with Bayesian learning <\/p><\/div>\n\n\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-17c695da wp-block-group-is-layout-flex\">\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-7489e3c2 wp-block-group-is-layout-flex\"><div style=\"text-decoration:none;\" class=\"has-link-color wp-elements-405d4e0f55fae1c84a82bd83ba2e27c0 wp-block-post-author-name has-text-color has-blue-gray-color has-caption-1-font-size\"><a href=\"https:\/\/towardsdatascience.com\/author\/numersoz\/\" target=\"_self\" class=\"wp-block-post-author-name__link\">Mert Ersoz<\/a><\/div>\n\n\n<div class=\"wp-block-group has-text-secondary-color has-text-color has-link-color wp-elements-d0177fb7ba90a51f585a7c4cb4e1df98 is-nowrap is-layout-flex wp-container-core-group-is-layout-a442b01b wp-block-group-is-layout-flex\"><div class=\"has-link-color wp-elements-99a26fa1313fab1f3f25cffcb782a34d wp-block-post-date has-text-color has-text-secondary-color has-caption-1-font-size\"><time datetime=\"2025-07-14T17:11:24-05:00\">Jul 14<\/time><\/div>\n\n\n<div class=\"wp-elements-717bb1e0e8956d465f5b94f3ba248dbf wp-block-tenup-post-time-to-read has-text-color has-text-secondary-color has-caption-1-font-size\">\n\t20 min read<\/div>\n\n\n\n\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n<\/li><li class=\"wp-block-post post-606572 post type-post status-publish format-standard has-post-thumbnail hentry category-reinforcement-learning tag-decision-making tag-editors-pick tag-machine-learning tag-multi-armed-bandit-2 tag-statistics\">\n\n<div class=\"wp-block-group alignwide is-vertical is-content-justification-left is-nowrap is-layout-flex wp-container-core-group-is-layout-0b94b808 wp-block-group-is-layout-flex wp-block-block wp-block-null\"><figure style=\"aspect-ratio:16\/9;width:100%;\" class=\"wp-block-post-featured-image\"><img loading=\"lazy\" decoding=\"async\" width=\"633\" height=\"464\" src=\"https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/Before-Reinforcement-Learning-Understand-the-Multi-Armed-Bandit.png\" class=\"attachment-post-thumbnail size-post-thumbnail has-transparency wp-post-image\" alt=\"If we always choose the same actions, we are exploiting. When we try out new actions, we are exploring.\" style=\"--dominant-color: #e1dedb;width:100%;height:100%;object-fit:cover;\" srcset=\"https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/Before-Reinforcement-Learning-Understand-the-Multi-Armed-Bandit.png 633w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/Before-Reinforcement-Learning-Understand-the-Multi-Armed-Bandit-300x220.png 300w\" sizes=\"auto, (max-width: 633px) 100vw, 633px\" data-has-transparency=\"true\" data-dominant-color=\"e1dedb\" \/><\/figure>\n\n\n<div class=\"wp-block-group alignwide is-style-default is-vertical is-layout-flex wp-container-core-group-is-layout-4f9af663 wp-block-group-is-layout-flex\" style=\"padding-top:var(--wp--preset--spacing--10);padding-right:0;padding-left:0\">\n<div class=\"wp-block-group is-reversed is-vertical is-layout-flex wp-container-core-group-is-layout-ea0cb840 wp-block-group-is-layout-flex\"><h2 style=\"margin-top:0;margin-right:0;margin-bottom:0;margin-left:0;\" class=\"has-link-color alignwide wp-elements-c804df8ecfea890347697a4469c7a87f wp-block-post-title has-text-color has-text-primary-color has-heading-6-font-size\"><a href=\"https:\/\/towardsdatascience.com\/simple-guide-to-multi-armed-bandits-a-key-concept-before-reinforcement-learning\/\" target=\"_self\" >Simple Guide to Multi-Armed Bandits: A Key Concept Before Reinforcement Learning<\/a><\/h2>\n\n\t\t\t\t<a href=\"https:\/\/towardsdatascience.com\/category\/reinforcement-learning\/\" style=\"text-transform:uppercase;\" class=\"is-taxonomy-category wp-block-tenup-post-primary-term has-text-color has-text-secondary-color has-eyebrow-1-font-size\">\n\t\t\t\t\tReinforcement Learning\t\t\t\t<\/a>\n\t\t\t\t\t\t<\/div>\n\n\n<div class=\"has-link-color wp-elements-9b2da9e78c2e95c41dab8b5a7bd89187 wp-block-post-excerpt has-text-color has-text-secondary-color\"><p class=\"wp-block-post-excerpt__excerpt\">How AI learns to make better decisions and why you should care about exploration vs.&hellip; <\/p><\/div>\n\n\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-17c695da wp-block-group-is-layout-flex\">\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-7489e3c2 wp-block-group-is-layout-flex\"><div style=\"text-decoration:none;\" class=\"has-link-color wp-elements-405d4e0f55fae1c84a82bd83ba2e27c0 wp-block-post-author-name has-text-color has-blue-gray-color has-caption-1-font-size\"><a href=\"https:\/\/towardsdatascience.com\/author\/schuerch_sarah\/\" target=\"_self\" class=\"wp-block-post-author-name__link\">Sarah Sch\u00fcrch<\/a><\/div>\n\n\n<div class=\"wp-block-group has-text-secondary-color has-text-color has-link-color wp-elements-d0177fb7ba90a51f585a7c4cb4e1df98 is-nowrap is-layout-flex wp-container-core-group-is-layout-a442b01b wp-block-group-is-layout-flex\"><div class=\"has-link-color wp-elements-99a26fa1313fab1f3f25cffcb782a34d wp-block-post-date has-text-color has-text-secondary-color has-caption-1-font-size\"><time datetime=\"2025-07-14T14:18:37-05:00\">Jul 14<\/time><\/div>\n\n\n<div class=\"wp-elements-717bb1e0e8956d465f5b94f3ba248dbf wp-block-tenup-post-time-to-read has-text-color has-text-secondary-color has-caption-1-font-size\">\n\t12 min read<\/div>\n\n\n\n\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n<\/li><li class=\"wp-block-post post-606570 post type-post status-publish format-standard has-post-thumbnail hentry category-machine-learning tag-clip tag-computer-vision tag-contrastive-learning tag-llm tag-multimodal\">\n\n<div class=\"wp-block-group alignwide is-vertical is-content-justification-left is-nowrap is-layout-flex wp-container-core-group-is-layout-0b94b808 wp-block-group-is-layout-flex wp-block-block wp-block-null\"><figure style=\"aspect-ratio:16\/9;width:100%;\" class=\"wp-block-post-featured-image\"><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1655\" src=\"https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/featured_image-scaled-1.png\" class=\"attachment-post-thumbnail size-post-thumbnail not-transparent wp-post-image\" alt=\"\" style=\"--dominant-color: #706124;width:100%;height:100%;object-fit:cover;\" srcset=\"https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/featured_image-scaled-1.png 2560w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/featured_image-scaled-1-300x194.png 300w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/featured_image-scaled-1-1024x662.png 1024w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/featured_image-scaled-1-768x497.png 768w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/featured_image-scaled-1-1536x993.png 1536w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/featured_image-scaled-1-2048x1324.png 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" data-has-transparency=\"false\" data-dominant-color=\"706124\" \/><\/figure>\n\n\n<div class=\"wp-block-group alignwide is-style-default is-vertical is-layout-flex wp-container-core-group-is-layout-4f9af663 wp-block-group-is-layout-flex\" style=\"padding-top:var(--wp--preset--spacing--10);padding-right:0;padding-left:0\">\n<div class=\"wp-block-group is-reversed is-vertical is-layout-flex wp-container-core-group-is-layout-ea0cb840 wp-block-group-is-layout-flex\"><h2 style=\"margin-top:0;margin-right:0;margin-bottom:0;margin-left:0;\" class=\"has-link-color alignwide wp-elements-c804df8ecfea890347697a4469c7a87f wp-block-post-title has-text-color has-text-primary-color has-heading-6-font-size\"><a href=\"https:\/\/towardsdatascience.com\/clip-model-overview-unlocking-the-power-of-multimodal-ai\/\" target=\"_self\" >CLIP Model Overview\u200a: \u200aUnlocking the Power of Multimodal AI<\/a><\/h2>\n\n\t<a href=\"https:\/\/towardsdatascience.com\/category\/artificial-intelligence\/machine-learning\/\" style=\"text-transform:uppercase;\" class=\"is-taxonomy-category wp-elements-361e18664420f2745478f0373bcee025 wp-block-tenup-post-primary-term has-text-color has-text-secondary-color has-eyebrow-1-font-size\">\n\t\tMachine Learning\t<\/a>\n<\/div>\n\n\n<div class=\"has-link-color wp-elements-9b2da9e78c2e95c41dab8b5a7bd89187 wp-block-post-excerpt has-text-color has-text-secondary-color\"><p class=\"wp-block-post-excerpt__excerpt\">The magic behind multimodal models unlocked through contrastive learning <\/p><\/div>\n\n\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-17c695da wp-block-group-is-layout-flex\">\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-7489e3c2 wp-block-group-is-layout-flex\"><div style=\"text-decoration:none;\" class=\"has-link-color wp-elements-405d4e0f55fae1c84a82bd83ba2e27c0 wp-block-post-author-name has-text-color has-blue-gray-color has-caption-1-font-size\"><a href=\"https:\/\/towardsdatascience.com\/author\/slavahead\/\" target=\"_self\" class=\"wp-block-post-author-name__link\">Vyacheslav Efimov<\/a><\/div>\n\n\n<div class=\"wp-block-group has-text-secondary-color has-text-color has-link-color wp-elements-d0177fb7ba90a51f585a7c4cb4e1df98 is-nowrap is-layout-flex wp-container-core-group-is-layout-a442b01b wp-block-group-is-layout-flex\"><div class=\"has-link-color wp-elements-99a26fa1313fab1f3f25cffcb782a34d wp-block-post-date has-text-color has-text-secondary-color has-caption-1-font-size\"><time datetime=\"2025-07-14T14:01:21-05:00\">Jul 14<\/time><\/div>\n\n\n<div class=\"wp-elements-717bb1e0e8956d465f5b94f3ba248dbf wp-block-tenup-post-time-to-read has-text-color has-text-secondary-color has-caption-1-font-size\">\n\t7 min read<\/div>\n\n\n\n\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n<\/li><li class=\"wp-block-post post-606568 post type-post status-publish format-standard has-post-thumbnail hentry category-power-bi tag-busines-intelligence tag-data-analysis tag-data-science tag-dax tag-reporting\">\n\n<div class=\"wp-block-group alignwide is-vertical is-content-justification-left is-nowrap is-layout-flex wp-container-core-group-is-layout-0b94b808 wp-block-group-is-layout-flex wp-block-block wp-block-null\"><figure style=\"aspect-ratio:16\/9;width:100%;\" class=\"wp-block-post-featured-image\"><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1556\" src=\"https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/01-Scenarion-with-the-report-pages-scaled-1.png\" class=\"attachment-post-thumbnail size-post-thumbnail not-transparent wp-post-image\" alt=\"\" style=\"--dominant-color: #dee0e1;width:100%;height:100%;object-fit:cover;\" srcset=\"https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/01-Scenarion-with-the-report-pages-scaled-1.png 2560w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/01-Scenarion-with-the-report-pages-scaled-1-300x182.png 300w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/01-Scenarion-with-the-report-pages-scaled-1-1024x622.png 1024w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/01-Scenarion-with-the-report-pages-scaled-1-768x467.png 768w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/01-Scenarion-with-the-report-pages-scaled-1-1536x934.png 1536w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/01-Scenarion-with-the-report-pages-scaled-1-2048x1245.png 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" data-has-transparency=\"false\" data-dominant-color=\"dee0e1\" \/><\/figure>\n\n\n<div class=\"wp-block-group alignwide is-style-default is-vertical is-layout-flex wp-container-core-group-is-layout-4f9af663 wp-block-group-is-layout-flex\" style=\"padding-top:var(--wp--preset--spacing--10);padding-right:0;padding-left:0\">\n<div class=\"wp-block-group is-reversed is-vertical is-layout-flex wp-container-core-group-is-layout-ea0cb840 wp-block-group-is-layout-flex\"><h2 style=\"margin-top:0;margin-right:0;margin-bottom:0;margin-left:0;\" class=\"has-link-color alignwide wp-elements-c804df8ecfea890347697a4469c7a87f wp-block-post-title has-text-color has-text-primary-color has-heading-6-font-size\"><a href=\"https:\/\/towardsdatascience.com\/tracking-drill-through-actions-on-power-bi-report-titles\/\" target=\"_self\" >Tracking Drill-Through Actions on Power BI Report Titles<\/a><\/h2>\n\n\t\t\t\t<a href=\"https:\/\/towardsdatascience.com\/category\/power-bi\/\" style=\"text-transform:uppercase;\" class=\"is-taxonomy-category wp-block-tenup-post-primary-term has-text-color has-text-secondary-color has-eyebrow-1-font-size\">\n\t\t\t\t\tPower BI\t\t\t\t<\/a>\n\t\t\t\t\t\t<\/div>\n\n\n<div class=\"has-link-color wp-elements-9b2da9e78c2e95c41dab8b5a7bd89187 wp-block-post-excerpt has-text-color has-text-secondary-color\"><p class=\"wp-block-post-excerpt__excerpt\">When you have a drill-through page that can be called from multiple pages, it could&hellip; <\/p><\/div>\n\n\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-17c695da wp-block-group-is-layout-flex\">\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-7489e3c2 wp-block-group-is-layout-flex\"><div style=\"text-decoration:none;\" class=\"has-link-color wp-elements-405d4e0f55fae1c84a82bd83ba2e27c0 wp-block-post-author-name has-text-color has-blue-gray-color has-caption-1-font-size\"><a href=\"https:\/\/towardsdatascience.com\/author\/salvatorecagliari\/\" target=\"_self\" class=\"wp-block-post-author-name__link\">Salvatore Cagliari<\/a><\/div>\n\n\n<div class=\"wp-block-group has-text-secondary-color has-text-color has-link-color wp-elements-d0177fb7ba90a51f585a7c4cb4e1df98 is-nowrap is-layout-flex wp-container-core-group-is-layout-a442b01b wp-block-group-is-layout-flex\"><div class=\"has-link-color wp-elements-99a26fa1313fab1f3f25cffcb782a34d wp-block-post-date has-text-color has-text-secondary-color has-caption-1-font-size\"><time datetime=\"2025-07-14T13:46:37-05:00\">Jul 14<\/time><\/div>\n\n\n<div class=\"wp-elements-717bb1e0e8956d465f5b94f3ba248dbf wp-block-tenup-post-time-to-read has-text-color has-text-secondary-color has-caption-1-font-size\">\n\t6 min read<\/div>\n\n\n\n\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n<\/li><li class=\"wp-block-post post-606566 post type-post status-publish format-standard has-post-thumbnail hentry category-artificial-intelligence tag-editors-pick tag-llm tag-machine-learning tag-programming tag-voice-assistant\">\n\n<div class=\"wp-block-group alignwide is-vertical is-content-justification-left is-nowrap is-layout-flex wp-container-core-group-is-layout-0b94b808 wp-block-group-is-layout-flex wp-block-block wp-block-null\"><figure style=\"aspect-ratio:16\/9;width:100%;\" class=\"wp-block-post-featured-image\"><img loading=\"lazy\" decoding=\"async\" width=\"2140\" height=\"1160\" src=\"https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/Screenshot-2025-07-10-at-17.00.52.jpg\" class=\"attachment-post-thumbnail size-post-thumbnail not-transparent wp-post-image\" alt=\"\" style=\"--dominant-color: #778990;width:100%;height:100%;object-fit:cover;\" srcset=\"https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/Screenshot-2025-07-10-at-17.00.52.jpg 2140w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/Screenshot-2025-07-10-at-17.00.52-300x163.jpg 300w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/Screenshot-2025-07-10-at-17.00.52-1024x555.jpg 1024w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/Screenshot-2025-07-10-at-17.00.52-768x416.jpg 768w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/Screenshot-2025-07-10-at-17.00.52-1536x833.jpg 1536w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/Screenshot-2025-07-10-at-17.00.52-2048x1110.jpg 2048w\" sizes=\"auto, (max-width: 2140px) 100vw, 2140px\" data-has-transparency=\"false\" data-dominant-color=\"778990\" \/><\/figure>\n\n\n<div class=\"wp-block-group alignwide is-style-default is-vertical is-layout-flex wp-container-core-group-is-layout-4f9af663 wp-block-group-is-layout-flex\" style=\"padding-top:var(--wp--preset--spacing--10);padding-right:0;padding-left:0\">\n<div class=\"wp-block-group is-reversed is-vertical is-layout-flex wp-container-core-group-is-layout-ea0cb840 wp-block-group-is-layout-flex\"><h2 style=\"margin-top:0;margin-right:0;margin-bottom:0;margin-left:0;\" class=\"has-link-color alignwide wp-elements-c804df8ecfea890347697a4469c7a87f wp-block-post-title has-text-color has-text-primary-color has-heading-6-font-size\"><a href=\"https:\/\/towardsdatascience.com\/let-ai-tune-your-voice-assistant\/\" target=\"_self\" >Let AI Tune Your Voice Assistant<\/a><\/h2>\n\n\t<a href=\"https:\/\/towardsdatascience.com\/category\/artificial-intelligence\/\" style=\"text-transform:uppercase;\" class=\"is-taxonomy-category wp-elements-361e18664420f2745478f0373bcee025 wp-block-tenup-post-primary-term has-text-color has-text-secondary-color has-eyebrow-1-font-size\">\n\t\tArtificial Intelligence\t<\/a>\n<\/div>\n\n\n<div class=\"has-link-color wp-elements-9b2da9e78c2e95c41dab8b5a7bd89187 wp-block-post-excerpt has-text-color has-text-secondary-color\"><p class=\"wp-block-post-excerpt__excerpt\">A practical guide to automating prompt engineering for voice assistants <\/p><\/div>\n\n\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-17c695da wp-block-group-is-layout-flex\">\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-7489e3c2 wp-block-group-is-layout-flex\"><div style=\"text-decoration:none;\" class=\"has-link-color wp-elements-405d4e0f55fae1c84a82bd83ba2e27c0 wp-block-post-author-name has-text-color has-blue-gray-color has-caption-1-font-size\"><a href=\"https:\/\/towardsdatascience.com\/author\/heiko-hotz\/\" target=\"_self\" class=\"wp-block-post-author-name__link\">Heiko Hotz<\/a><\/div>\n\n\n<div class=\"wp-block-group has-text-secondary-color has-text-color has-link-color wp-elements-d0177fb7ba90a51f585a7c4cb4e1df98 is-nowrap is-layout-flex wp-container-core-group-is-layout-a442b01b wp-block-group-is-layout-flex\"><div class=\"has-link-color wp-elements-99a26fa1313fab1f3f25cffcb782a34d wp-block-post-date has-text-color has-text-secondary-color has-caption-1-font-size\"><time datetime=\"2025-07-14T11:57:11-05:00\">Jul 14<\/time><\/div>\n\n\n<div class=\"wp-elements-717bb1e0e8956d465f5b94f3ba248dbf wp-block-tenup-post-time-to-read has-text-color has-text-secondary-color has-caption-1-font-size\">\n\t29 min read<\/div>\n\n\n\n\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n<\/li><li class=\"wp-block-post post-606563 post type-post status-publish format-standard has-post-thumbnail hentry category-large-language-models tag-artificial-intelligence tag-human-machine-interaction tag-llm tag-machine-learning tag-philosophy-of-mind\">\n\n<div class=\"wp-block-group alignwide is-vertical is-content-justification-left is-nowrap is-layout-flex wp-container-core-group-is-layout-0b94b808 wp-block-group-is-layout-flex wp-block-block wp-block-null\"><figure style=\"aspect-ratio:16\/9;width:100%;\" class=\"wp-block-post-featured-image\"><img loading=\"lazy\" decoding=\"async\" width=\"720\" height=\"1079\" src=\"https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/0_oV1aB_5Q7gVWkdM_.webp\" class=\"attachment-post-thumbnail size-post-thumbnail not-transparent wp-post-image\" alt=\"An octopus (photo by Masaaki Komori on Unsplash)\" style=\"--dominant-color: #2e0f11;width:100%;height:100%;object-fit:cover;\" srcset=\"https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/0_oV1aB_5Q7gVWkdM_.webp 720w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/0_oV1aB_5Q7gVWkdM_-200x300.webp 200w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/0_oV1aB_5Q7gVWkdM_-683x1024.webp 683w\" sizes=\"auto, (max-width: 720px) 100vw, 720px\" data-has-transparency=\"false\" data-dominant-color=\"2e0f11\" \/><\/figure>\n\n\n<div class=\"wp-block-group alignwide is-style-default is-vertical is-layout-flex wp-container-core-group-is-layout-4f9af663 wp-block-group-is-layout-flex\" style=\"padding-top:var(--wp--preset--spacing--10);padding-right:0;padding-left:0\">\n<div class=\"wp-block-group is-reversed is-vertical is-layout-flex wp-container-core-group-is-layout-ea0cb840 wp-block-group-is-layout-flex\"><h2 style=\"margin-top:0;margin-right:0;margin-bottom:0;margin-left:0;\" class=\"has-link-color alignwide wp-elements-c804df8ecfea890347697a4469c7a87f wp-block-post-title has-text-color has-text-primary-color has-heading-6-font-size\"><a href=\"https:\/\/towardsdatascience.com\/are-you-being-unfair-to-llms\/\" target=\"_self\" >Are You Being Unfair to\u00a0LLMs?<\/a><\/h2>\n\n\t<a href=\"https:\/\/towardsdatascience.com\/category\/artificial-intelligence\/large-language-models\/\" style=\"text-transform:uppercase;\" class=\"is-taxonomy-category wp-elements-361e18664420f2745478f0373bcee025 wp-block-tenup-post-primary-term has-text-color has-text-secondary-color has-eyebrow-1-font-size\">\n\t\tLarge Language Models\t<\/a>\n<\/div>\n\n\n<div class=\"has-link-color wp-elements-9b2da9e78c2e95c41dab8b5a7bd89187 wp-block-post-excerpt has-text-color has-text-secondary-color\"><p class=\"wp-block-post-excerpt__excerpt\">They may deserve better. <\/p><\/div>\n\n\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-17c695da wp-block-group-is-layout-flex\">\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-7489e3c2 wp-block-group-is-layout-flex\"><div style=\"text-decoration:none;\" class=\"has-link-color wp-elements-405d4e0f55fae1c84a82bd83ba2e27c0 wp-block-post-author-name has-text-color has-blue-gray-color has-caption-1-font-size\"><a href=\"https:\/\/towardsdatascience.com\/author\/julian-mendel\/\" target=\"_self\" class=\"wp-block-post-author-name__link\">Julian Mendel<\/a><\/div>\n\n\n<div class=\"wp-block-group has-text-secondary-color has-text-color has-link-color wp-elements-d0177fb7ba90a51f585a7c4cb4e1df98 is-nowrap is-layout-flex wp-container-core-group-is-layout-a442b01b wp-block-group-is-layout-flex\"><div class=\"has-link-color wp-elements-99a26fa1313fab1f3f25cffcb782a34d wp-block-post-date has-text-color has-text-secondary-color has-caption-1-font-size\"><time datetime=\"2025-07-11T13:40:50-05:00\">Jul 11<\/time><\/div>\n\n\n<div class=\"wp-elements-717bb1e0e8956d465f5b94f3ba248dbf wp-block-tenup-post-time-to-read has-text-color has-text-secondary-color has-caption-1-font-size\">\n\t9 min read<\/div>\n\n\n\n\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n<\/li><li class=\"wp-block-post post-606560 post type-post status-publish format-standard has-post-thumbnail hentry category-large-language-models tag-artificial-intelligence tag-chatgpt tag-data-science tag-editors-pick tag-python\">\n\n<div class=\"wp-block-group alignwide is-vertical is-content-justification-left is-nowrap is-layout-flex wp-container-core-group-is-layout-0b94b808 wp-block-group-is-layout-flex wp-block-block wp-block-null\"><figure style=\"aspect-ratio:16\/9;width:100%;\" class=\"wp-block-post-featured-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"750\" src=\"https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/data-mining-3_hanna-barakat-aixdesign_archival-images-of-ai_3328x2312.png\" class=\"attachment-post-thumbnail size-post-thumbnail not-transparent wp-post-image\" alt=\"A snowy landscape with icy cliffs and towering mountains. Several explorers are shown climbing and navigating the snowy terrain, some using ropes to bridge gaps. Below the cliffs, a grid of blue electric circuits and transmission towers dot the mountains, blending the natural and technological elements of the scene. The sky is a vividly toxic green, with a orange sun glowing in the background.\" style=\"--dominant-color: #89c392;width:100%;height:100%;object-fit:cover;\" srcset=\"https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/data-mining-3_hanna-barakat-aixdesign_archival-images-of-ai_3328x2312.png 1080w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/data-mining-3_hanna-barakat-aixdesign_archival-images-of-ai_3328x2312-300x208.png 300w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/data-mining-3_hanna-barakat-aixdesign_archival-images-of-ai_3328x2312-1024x711.png 1024w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/data-mining-3_hanna-barakat-aixdesign_archival-images-of-ai_3328x2312-768x533.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" data-has-transparency=\"false\" data-dominant-color=\"89c392\" \/><\/figure>\n\n\n<div class=\"wp-block-group alignwide is-style-default is-vertical is-layout-flex wp-container-core-group-is-layout-4f9af663 wp-block-group-is-layout-flex\" style=\"padding-top:var(--wp--preset--spacing--10);padding-right:0;padding-left:0\">\n<div class=\"wp-block-group is-reversed is-vertical is-layout-flex wp-container-core-group-is-layout-ea0cb840 wp-block-group-is-layout-flex\"><h2 style=\"margin-top:0;margin-right:0;margin-bottom:0;margin-left:0;\" class=\"has-link-color alignwide wp-elements-c804df8ecfea890347697a4469c7a87f wp-block-post-title has-text-color has-text-primary-color has-heading-6-font-size\"><a href=\"https:\/\/towardsdatascience.com\/hitchhikers-guide-to-rag-from-tiny-files-to-tolstoy-with-openais-api-and-langchain\/\" target=\"_self\" >Hitchhiker\u2019s Guide to RAG: From Tiny Files to Tolstoy with OpenAI\u2019s API and LangChain<\/a><\/h2>\n\n\t<a href=\"https:\/\/towardsdatascience.com\/category\/artificial-intelligence\/large-language-models\/\" style=\"text-transform:uppercase;\" class=\"is-taxonomy-category wp-elements-361e18664420f2745478f0373bcee025 wp-block-tenup-post-primary-term has-text-color has-text-secondary-color has-eyebrow-1-font-size\">\n\t\tLarge Language Models\t<\/a>\n<\/div>\n\n\n<div class=\"has-link-color wp-elements-9b2da9e78c2e95c41dab8b5a7bd89187 wp-block-post-excerpt has-text-color has-text-secondary-color\"><p class=\"wp-block-post-excerpt__excerpt\">Scaling a simple RAG pipeline from simple notes to full books <\/p><\/div>\n\n\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-17c695da wp-block-group-is-layout-flex\">\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-7489e3c2 wp-block-group-is-layout-flex\"><div style=\"text-decoration:none;\" class=\"has-link-color wp-elements-405d4e0f55fae1c84a82bd83ba2e27c0 wp-block-post-author-name has-text-color has-blue-gray-color has-caption-1-font-size\"><a href=\"https:\/\/towardsdatascience.com\/author\/m-mouschoutzi\/\" target=\"_self\" class=\"wp-block-post-author-name__link\">Maria Mouschoutzi<\/a><\/div>\n\n\n<div class=\"wp-block-group has-text-secondary-color has-text-color has-link-color wp-elements-d0177fb7ba90a51f585a7c4cb4e1df98 is-nowrap is-layout-flex wp-container-core-group-is-layout-a442b01b wp-block-group-is-layout-flex\"><div class=\"has-link-color wp-elements-99a26fa1313fab1f3f25cffcb782a34d wp-block-post-date has-text-color has-text-secondary-color has-caption-1-font-size\"><time datetime=\"2025-07-11T12:56:46-05:00\">Jul 11<\/time><\/div>\n\n\n<div class=\"wp-elements-717bb1e0e8956d465f5b94f3ba248dbf wp-block-tenup-post-time-to-read has-text-color has-text-secondary-color has-caption-1-font-size\">\n\t9 min read<\/div>\n\n\n\n\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n<\/li><\/ul><\/div>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-17eacaa6 wp-block-buttons-is-layout-flex\" style=\"margin-top:var(--wp--preset--spacing--48);margin-bottom:var(--wp--preset--spacing--48)\">\n<div class=\"wp-block-button is-style-default\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/towardsdatascience.com\/latest\/\">See all of the latest<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignwide is-layout-flow wp-block-group-is-layout-flow\" style=\"margin-top:var(--wp--preset--spacing--40);padding-top:var(--wp--preset--spacing--16)\">\n<h2 class=\"wp-block-heading alignwide has-text-secondary-color has-text-color has-link-color has-heading-4-font-size wp-elements-20983dabea1a7eb279832217aab86ce8\">Editor\u2019s Picks<\/h2>\n\n\n\n<div class=\"wp-block-query alignwide is-layout-flow wp-block-query-is-layout-flow\"><ul class=\"wp-block-post-template is-layout-grid wp-container-core-post-template-is-layout-c37e0d04 wp-block-post-template-is-layout-grid is-entire-card-clickable\"><li class=\"wp-block-post post-606550 post type-post status-publish format-standard has-post-thumbnail hentry category-data-science tag-business tag-editors-pick tag-experiment-design tag-experimentation tag-machine-learning\">\n\n<div class=\"wp-block-group alignwide is-vertical is-content-justification-left is-nowrap is-layout-flex wp-container-core-group-is-layout-0b94b808 wp-block-group-is-layout-flex wp-block-block wp-block-null\"><figure style=\"aspect-ratio:16\/9;width:100%;\" class=\"wp-block-post-featured-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1536\" src=\"https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/Intro_image.png\" class=\"attachment-post-thumbnail size-post-thumbnail not-transparent wp-post-image\" alt=\"\" style=\"--dominant-color: #64807f;width:100%;height:100%;object-fit:cover;\" srcset=\"https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/Intro_image.png 1024w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/Intro_image-200x300.png 200w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/Intro_image-683x1024.png 683w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/Intro_image-768x1152.png 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" data-has-transparency=\"false\" data-dominant-color=\"64807f\" \/><\/figure>\n\n\n<div class=\"wp-block-group alignwide is-style-default is-vertical is-layout-flex wp-container-core-group-is-layout-4f9af663 wp-block-group-is-layout-flex\" style=\"padding-top:var(--wp--preset--spacing--10);padding-right:0;padding-left:0\">\n<div class=\"wp-block-group is-reversed is-vertical is-layout-flex wp-container-core-group-is-layout-ea0cb840 wp-block-group-is-layout-flex\"><h2 style=\"margin-top:0;margin-right:0;margin-bottom:0;margin-left:0;\" class=\"has-link-color alignwide wp-elements-c804df8ecfea890347697a4469c7a87f wp-block-post-title has-text-color has-text-primary-color has-heading-6-font-size\"><a href=\"https:\/\/towardsdatascience.com\/reducing-time-to-value-for-data-science-projects-part-3\/\" target=\"_self\" >Reducing Time to Value for Data Science Projects: Part 3<\/a><\/h2>\n\n\t<a href=\"https:\/\/towardsdatascience.com\/category\/data-science\/\" style=\"text-transform:uppercase;\" class=\"is-taxonomy-category wp-elements-361e18664420f2745478f0373bcee025 wp-block-tenup-post-primary-term has-text-color has-text-secondary-color has-eyebrow-1-font-size\">\n\t\tData Science\t<\/a>\n<\/div>\n\n\n<div class=\"has-link-color wp-elements-9b2da9e78c2e95c41dab8b5a7bd89187 wp-block-post-excerpt has-text-color has-text-secondary-color\"><p class=\"wp-block-post-excerpt__excerpt\">Setting up a robust experimentation process <\/p><\/div>\n\n\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-17c695da wp-block-group-is-layout-flex\">\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-7489e3c2 wp-block-group-is-layout-flex\"><div style=\"text-decoration:none;\" class=\"has-link-color wp-elements-405d4e0f55fae1c84a82bd83ba2e27c0 wp-block-post-author-name has-text-color has-blue-gray-color has-caption-1-font-size\"><a href=\"https:\/\/towardsdatascience.com\/author\/kristopher-mcglinchey\/\" target=\"_self\" class=\"wp-block-post-author-name__link\">Kristopher McGlinchey<\/a><\/div>\n\n\n<div class=\"wp-block-group has-text-secondary-color has-text-color has-link-color wp-elements-d0177fb7ba90a51f585a7c4cb4e1df98 is-nowrap is-layout-flex wp-container-core-group-is-layout-a442b01b wp-block-group-is-layout-flex\"><div class=\"has-link-color wp-elements-99a26fa1313fab1f3f25cffcb782a34d wp-block-post-date has-text-color has-text-secondary-color has-caption-1-font-size\"><time datetime=\"2025-07-10T14:21:40-05:00\">Jul 10<\/time><\/div>\n\n\n<div class=\"wp-elements-717bb1e0e8956d465f5b94f3ba248dbf wp-block-tenup-post-time-to-read has-text-color has-text-secondary-color has-caption-1-font-size\">\n\t14 min read<\/div>\n\n\n\n\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n<\/li><li class=\"wp-block-post post-606536 post type-post status-publish format-standard has-post-thumbnail hentry category-machine-learning tag-data-cleaning tag-data-science tag-data-visualization tag-editors-pick tag-python\">\n\n<div class=\"wp-block-group alignwide is-vertical is-content-justification-left is-nowrap is-layout-flex wp-container-core-group-is-layout-0b94b808 wp-block-group-is-layout-flex wp-block-block wp-block-null\"><figure style=\"aspect-ratio:16\/9;width:100%;\" class=\"wp-block-post-featured-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/image-59.png\" class=\"attachment-post-thumbnail size-post-thumbnail not-transparent wp-post-image\" alt=\"\" style=\"--dominant-color: #786348;width:100%;height:100%;object-fit:cover;\" srcset=\"https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/image-59.png 1024w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/image-59-300x300.png 300w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/image-59-150x150.png 150w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/image-59-768x768.png 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" data-has-transparency=\"false\" data-dominant-color=\"786348\" \/><\/figure>\n\n\n<div class=\"wp-block-group alignwide is-style-default is-vertical is-layout-flex wp-container-core-group-is-layout-4f9af663 wp-block-group-is-layout-flex\" style=\"padding-top:var(--wp--preset--spacing--10);padding-right:0;padding-left:0\">\n<div class=\"wp-block-group is-reversed is-vertical is-layout-flex wp-container-core-group-is-layout-ea0cb840 wp-block-group-is-layout-flex\"><h2 style=\"margin-top:0;margin-right:0;margin-bottom:0;margin-left:0;\" class=\"has-link-color alignwide wp-elements-c804df8ecfea890347697a4469c7a87f wp-block-post-title has-text-color has-text-primary-color has-heading-6-font-size\"><a href=\"https:\/\/towardsdatascience.com\/how-to-perform-effective-data-cleaning-for-machine-learning\/\" target=\"_self\" >How to Perform Effective Data Cleaning for Machine Learning<\/a><\/h2>\n\n\t<a href=\"https:\/\/towardsdatascience.com\/category\/artificial-intelligence\/machine-learning\/\" style=\"text-transform:uppercase;\" class=\"is-taxonomy-category wp-elements-361e18664420f2745478f0373bcee025 wp-block-tenup-post-primary-term has-text-color has-text-secondary-color has-eyebrow-1-font-size\">\n\t\tMachine Learning\t<\/a>\n<\/div>\n\n\n<div class=\"has-link-color wp-elements-9b2da9e78c2e95c41dab8b5a7bd89187 wp-block-post-excerpt has-text-color has-text-secondary-color\"><p class=\"wp-block-post-excerpt__excerpt\">Learn how you can improve your machine learning models using effective data cleaning <\/p><\/div>\n\n\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-17c695da wp-block-group-is-layout-flex\">\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-7489e3c2 wp-block-group-is-layout-flex\"><div style=\"text-decoration:none;\" class=\"has-link-color wp-elements-405d4e0f55fae1c84a82bd83ba2e27c0 wp-block-post-author-name has-text-color has-blue-gray-color has-caption-1-font-size\"><a href=\"https:\/\/towardsdatascience.com\/author\/oieivind\/\" target=\"_self\" class=\"wp-block-post-author-name__link\">Eivind Kjosbakken<\/a><\/div>\n\n\n<div class=\"wp-block-group has-text-secondary-color has-text-color has-link-color wp-elements-d0177fb7ba90a51f585a7c4cb4e1df98 is-nowrap is-layout-flex wp-container-core-group-is-layout-a442b01b wp-block-group-is-layout-flex\"><div class=\"has-link-color wp-elements-99a26fa1313fab1f3f25cffcb782a34d wp-block-post-date has-text-color has-text-secondary-color has-caption-1-font-size\"><time datetime=\"2025-07-09T14:11:04-05:00\">Jul 9<\/time><\/div>\n\n\n<div class=\"wp-elements-717bb1e0e8956d465f5b94f3ba248dbf wp-block-tenup-post-time-to-read has-text-color has-text-secondary-color has-caption-1-font-size\">\n\t11 min read<\/div>\n\n\n\n\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n<\/li><li class=\"wp-block-post post-606529 post type-post status-publish format-standard has-post-thumbnail hentry category-data-science tag-business tag-career-advice tag-career-change tag-editors-pick tag-freelancing\">\n\n<div class=\"wp-block-group alignwide is-vertical is-content-justification-left is-nowrap is-layout-flex wp-container-core-group-is-layout-0b94b808 wp-block-group-is-layout-flex wp-block-block wp-block-null\"><figure style=\"aspect-ratio:16\/9;width:100%;\" class=\"wp-block-post-featured-image\"><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1707\" src=\"https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/ryan-moreno-Lurw1nCIkLc-unsplash-scaled-1.jpg\" class=\"attachment-post-thumbnail size-post-thumbnail not-transparent wp-post-image\" alt=\"\" style=\"--dominant-color: #939594;width:100%;height:100%;object-fit:cover;\" srcset=\"https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/ryan-moreno-Lurw1nCIkLc-unsplash-scaled-1.jpg 2560w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/ryan-moreno-Lurw1nCIkLc-unsplash-scaled-1-300x200.jpg 300w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/ryan-moreno-Lurw1nCIkLc-unsplash-scaled-1-1024x683.jpg 1024w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/ryan-moreno-Lurw1nCIkLc-unsplash-scaled-1-768x512.jpg 768w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/ryan-moreno-Lurw1nCIkLc-unsplash-scaled-1-1536x1024.jpg 1536w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/ryan-moreno-Lurw1nCIkLc-unsplash-scaled-1-2048x1366.jpg 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" data-has-transparency=\"false\" data-dominant-color=\"939594\" \/><\/figure>\n\n\n<div class=\"wp-block-group alignwide is-style-default is-vertical is-layout-flex wp-container-core-group-is-layout-4f9af663 wp-block-group-is-layout-flex\" style=\"padding-top:var(--wp--preset--spacing--10);padding-right:0;padding-left:0\">\n<div class=\"wp-block-group is-reversed is-vertical is-layout-flex wp-container-core-group-is-layout-ea0cb840 wp-block-group-is-layout-flex\"><h2 style=\"margin-top:0;margin-right:0;margin-bottom:0;margin-left:0;\" class=\"has-link-color alignwide wp-elements-c804df8ecfea890347697a4469c7a87f wp-block-post-title has-text-color has-text-primary-color has-heading-6-font-size\"><a href=\"https:\/\/towardsdatascience.com\/what-i-learned-in-my-first-18-months-as-a-freelance-data-scientist-the-taxes-and-health-insurance-edition\/\" target=\"_self\" >What I Learned in my First 18 Months as a Freelance Data Scientist<\/a><\/h2>\n\n\t<a href=\"https:\/\/towardsdatascience.com\/category\/data-science\/\" style=\"text-transform:uppercase;\" class=\"is-taxonomy-category wp-elements-361e18664420f2745478f0373bcee025 wp-block-tenup-post-primary-term has-text-color has-text-secondary-color has-eyebrow-1-font-size\">\n\t\tData Science\t<\/a>\n<\/div>\n\n\n<div class=\"has-link-color wp-elements-9b2da9e78c2e95c41dab8b5a7bd89187 wp-block-post-excerpt has-text-color has-text-secondary-color\"><p class=\"wp-block-post-excerpt__excerpt\">The taxes and health insurance edition <\/p><\/div>\n\n\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-17c695da wp-block-group-is-layout-flex\">\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-7489e3c2 wp-block-group-is-layout-flex\"><div style=\"text-decoration:none;\" class=\"has-link-color wp-elements-405d4e0f55fae1c84a82bd83ba2e27c0 wp-block-post-author-name has-text-color has-blue-gray-color has-caption-1-font-size\"><a href=\"https:\/\/towardsdatascience.com\/author\/cj2001\/\" target=\"_self\" class=\"wp-block-post-author-name__link\">CJ Sullivan<\/a><\/div>\n\n\n<div class=\"wp-block-group has-text-secondary-color has-text-color has-link-color wp-elements-d0177fb7ba90a51f585a7c4cb4e1df98 is-nowrap is-layout-flex wp-container-core-group-is-layout-a442b01b wp-block-group-is-layout-flex\"><div class=\"has-link-color wp-elements-99a26fa1313fab1f3f25cffcb782a34d wp-block-post-date has-text-color has-text-secondary-color has-caption-1-font-size\"><time datetime=\"2025-07-08T20:05:17-05:00\">Jul 8<\/time><\/div>\n\n\n<div class=\"wp-elements-717bb1e0e8956d465f5b94f3ba248dbf wp-block-tenup-post-time-to-read has-text-color has-text-secondary-color has-caption-1-font-size\">\n\t13 min read<\/div>\n\n\n\n\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n<\/li><li class=\"wp-block-post post-606514 post type-post status-publish format-standard has-post-thumbnail hentry category-artificial-intelligence tag-editors-pick tag-llm tag-machine-learning tag-mcp tag-producitivity\">\n\n<div class=\"wp-block-group alignwide is-vertical is-content-justification-left is-nowrap is-layout-flex wp-container-core-group-is-layout-0b94b808 wp-block-group-is-layout-flex wp-block-block wp-block-null\"><figure style=\"aspect-ratio:16\/9;width:100%;\" class=\"wp-block-post-featured-image\"><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1456\" src=\"https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/Screenshot-2025-07-04-at-23.15.30-scaled-1.png\" class=\"attachment-post-thumbnail size-post-thumbnail has-transparency wp-post-image\" alt=\"\" style=\"--dominant-color: #bec2bf;width:100%;height:100%;object-fit:cover;\" srcset=\"https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/Screenshot-2025-07-04-at-23.15.30-scaled-1.png 2560w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/Screenshot-2025-07-04-at-23.15.30-scaled-1-300x171.png 300w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/Screenshot-2025-07-04-at-23.15.30-scaled-1-1024x582.png 1024w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/Screenshot-2025-07-04-at-23.15.30-scaled-1-768x437.png 768w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/Screenshot-2025-07-04-at-23.15.30-scaled-1-1536x874.png 1536w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/Screenshot-2025-07-04-at-23.15.30-scaled-1-2048x1165.png 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" data-has-transparency=\"true\" data-dominant-color=\"bec2bf\" \/><\/figure>\n\n\n<div class=\"wp-block-group alignwide is-style-default is-vertical is-layout-flex wp-container-core-group-is-layout-4f9af663 wp-block-group-is-layout-flex\" style=\"padding-top:var(--wp--preset--spacing--10);padding-right:0;padding-left:0\">\n<div class=\"wp-block-group is-reversed is-vertical is-layout-flex wp-container-core-group-is-layout-ea0cb840 wp-block-group-is-layout-flex\"><h2 style=\"margin-top:0;margin-right:0;margin-bottom:0;margin-left:0;\" class=\"has-link-color alignwide wp-elements-c804df8ecfea890347697a4469c7a87f wp-block-post-title has-text-color has-text-primary-color has-heading-6-font-size\"><a href=\"https:\/\/towardsdatascience.com\/your-personal-analytics-toolbox\/\" target=\"_self\" >Your Personal Analytics Toolbox<\/a><\/h2>\n\n\t<a href=\"https:\/\/towardsdatascience.com\/category\/artificial-intelligence\/\" style=\"text-transform:uppercase;\" class=\"is-taxonomy-category wp-elements-361e18664420f2745478f0373bcee025 wp-block-tenup-post-primary-term has-text-color has-text-secondary-color has-eyebrow-1-font-size\">\n\t\tArtificial Intelligence\t<\/a>\n<\/div>\n\n\n<div class=\"has-link-color wp-elements-9b2da9e78c2e95c41dab8b5a7bd89187 wp-block-post-excerpt has-text-color has-text-secondary-color\"><p class=\"wp-block-post-excerpt__excerpt\">Leveraging MCP for automating your daily\u00a0routine <\/p><\/div>\n\n\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-17c695da wp-block-group-is-layout-flex\">\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-7489e3c2 wp-block-group-is-layout-flex\"><div style=\"text-decoration:none;\" class=\"has-link-color wp-elements-405d4e0f55fae1c84a82bd83ba2e27c0 wp-block-post-author-name has-text-color has-blue-gray-color has-caption-1-font-size\"><a href=\"https:\/\/towardsdatascience.com\/author\/miptgirl\/\" target=\"_self\" class=\"wp-block-post-author-name__link\">Mariya Mansurova<\/a><\/div>\n\n\n<div class=\"wp-block-group has-text-secondary-color has-text-color has-link-color wp-elements-d0177fb7ba90a51f585a7c4cb4e1df98 is-nowrap is-layout-flex wp-container-core-group-is-layout-a442b01b wp-block-group-is-layout-flex\"><div class=\"has-link-color wp-elements-99a26fa1313fab1f3f25cffcb782a34d wp-block-post-date has-text-color has-text-secondary-color has-caption-1-font-size\"><time datetime=\"2025-07-07T17:30:31-05:00\">Jul 7<\/time><\/div>\n\n\n<div class=\"wp-elements-717bb1e0e8956d465f5b94f3ba248dbf wp-block-tenup-post-time-to-read has-text-color has-text-secondary-color has-caption-1-font-size\">\n\t15 min read<\/div>\n\n\n\n\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n<\/li><li class=\"wp-block-post post-606512 post type-post status-publish format-standard has-post-thumbnail hentry category-data-science tag-data-analysis tag-editors-pick tag-math tag-python tag-set-theory\">\n\n<div class=\"wp-block-group alignwide is-vertical is-content-justification-left is-nowrap is-layout-flex wp-container-core-group-is-layout-0b94b808 wp-block-group-is-layout-flex wp-block-block wp-block-null\"><figure style=\"aspect-ratio:16\/9;width:100%;\" class=\"wp-block-post-featured-image\"><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1708\" src=\"https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/Gioco-di-ticquet-con-arance-e-cannella-scaled-1.jpg\" class=\"attachment-post-thumbnail size-post-thumbnail not-transparent wp-post-image\" alt=\"\" style=\"--dominant-color: #362e26;width:100%;height:100%;object-fit:cover;\" srcset=\"https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/Gioco-di-ticquet-con-arance-e-cannella-scaled-1.jpg 2560w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/Gioco-di-ticquet-con-arance-e-cannella-scaled-1-300x200.jpg 300w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/Gioco-di-ticquet-con-arance-e-cannella-scaled-1-1024x683.jpg 1024w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/Gioco-di-ticquet-con-arance-e-cannella-scaled-1-768x512.jpg 768w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/Gioco-di-ticquet-con-arance-e-cannella-scaled-1-1536x1025.jpg 1536w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/Gioco-di-ticquet-con-arance-e-cannella-scaled-1-2048x1366.jpg 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" data-has-transparency=\"false\" data-dominant-color=\"362e26\" \/><\/figure>\n\n\n<div class=\"wp-block-group alignwide is-style-default is-vertical is-layout-flex wp-container-core-group-is-layout-4f9af663 wp-block-group-is-layout-flex\" style=\"padding-top:var(--wp--preset--spacing--10);padding-right:0;padding-left:0\">\n<div class=\"wp-block-group is-reversed is-vertical is-layout-flex wp-container-core-group-is-layout-ea0cb840 wp-block-group-is-layout-flex\"><h2 style=\"margin-top:0;margin-right:0;margin-bottom:0;margin-left:0;\" class=\"has-link-color alignwide wp-elements-c804df8ecfea890347697a4469c7a87f wp-block-post-title has-text-color has-text-primary-color has-heading-6-font-size\"><a href=\"https:\/\/towardsdatascience.com\/poset-representations-in-python-have-huge-impact-on-business\/\" target=\"_self\" >POSET Representations in Python Can Have a Huge Impact on Business<\/a><\/h2>\n\n\t<a href=\"https:\/\/towardsdatascience.com\/category\/data-science\/\" style=\"text-transform:uppercase;\" class=\"is-taxonomy-category wp-elements-361e18664420f2745478f0373bcee025 wp-block-tenup-post-primary-term has-text-color has-text-secondary-color has-eyebrow-1-font-size\">\n\t\tData Science\t<\/a>\n<\/div>\n\n\n<div class=\"has-link-color wp-elements-9b2da9e78c2e95c41dab8b5a7bd89187 wp-block-post-excerpt has-text-color has-text-secondary-color\"><p class=\"wp-block-post-excerpt__excerpt\">Discover how POSET indicators transform data into coherent scoring systems, enabling meaningful comparisons while preserving&hellip; <\/p><\/div>\n\n\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-17c695da wp-block-group-is-layout-flex\">\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-7489e3c2 wp-block-group-is-layout-flex\"><div style=\"text-decoration:none;\" class=\"has-link-color wp-elements-405d4e0f55fae1c84a82bd83ba2e27c0 wp-block-post-author-name has-text-color has-blue-gray-color has-caption-1-font-size\"><a href=\"https:\/\/towardsdatascience.com\/author\/thedrewdag\/\" target=\"_self\" class=\"wp-block-post-author-name__link\">Andrea D&#8217;Agostino<\/a><\/div>\n\n\n<div class=\"wp-block-group has-text-secondary-color has-text-color has-link-color wp-elements-d0177fb7ba90a51f585a7c4cb4e1df98 is-nowrap is-layout-flex wp-container-core-group-is-layout-a442b01b wp-block-group-is-layout-flex\"><div class=\"has-link-color wp-elements-99a26fa1313fab1f3f25cffcb782a34d wp-block-post-date has-text-color has-text-secondary-color has-caption-1-font-size\"><time datetime=\"2025-07-07T17:19:51-05:00\">Jul 7<\/time><\/div>\n\n\n<div class=\"wp-elements-717bb1e0e8956d465f5b94f3ba248dbf wp-block-tenup-post-time-to-read has-text-color has-text-secondary-color has-caption-1-font-size\">\n\t14 min read<\/div>\n\n\n\n\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n<\/li><li class=\"wp-block-post post-606499 post type-post status-publish format-standard has-post-thumbnail hentry category-data-science tag-articial-intelligence tag-career-advancement tag-editors-pick tag-generative-ai-tools tag-interview\">\n\n<div class=\"wp-block-group alignwide is-vertical is-content-justification-left is-nowrap is-layout-flex wp-container-core-group-is-layout-0b94b808 wp-block-group-is-layout-flex wp-block-block wp-block-null\"><figure style=\"aspect-ratio:16\/9;width:100%;\" class=\"wp-block-post-featured-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1536\" height=\"1024\" src=\"https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/AI-Interview.png\" class=\"attachment-post-thumbnail size-post-thumbnail not-transparent wp-post-image\" alt=\"\" style=\"--dominant-color: #98a9a6;width:100%;height:100%;object-fit:cover;\" srcset=\"https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/AI-Interview.png 1536w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/AI-Interview-300x200.png 300w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/AI-Interview-1024x683.png 1024w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/AI-Interview-768x512.png 768w\" sizes=\"auto, (max-width: 1536px) 100vw, 1536px\" data-has-transparency=\"false\" data-dominant-color=\"98a9a6\" \/><\/figure>\n\n\n<div class=\"wp-block-group alignwide is-style-default is-vertical is-layout-flex wp-container-core-group-is-layout-4f9af663 wp-block-group-is-layout-flex\" style=\"padding-top:var(--wp--preset--spacing--10);padding-right:0;padding-left:0\">\n<div class=\"wp-block-group is-reversed is-vertical is-layout-flex wp-container-core-group-is-layout-ea0cb840 wp-block-group-is-layout-flex\"><h2 style=\"margin-top:0;margin-right:0;margin-bottom:0;margin-left:0;\" class=\"has-link-color alignwide wp-elements-c804df8ecfea890347697a4469c7a87f wp-block-post-title has-text-color has-text-primary-color has-heading-6-font-size\"><a href=\"https:\/\/towardsdatascience.com\/rethinking-data-science-interviews-in-the-age-of-ai\/\" target=\"_self\" >Rethinking Data Science Interviews in the Age of AI<\/a><\/h2>\n\n\t<a href=\"https:\/\/towardsdatascience.com\/category\/data-science\/\" style=\"text-transform:uppercase;\" class=\"is-taxonomy-category wp-elements-361e18664420f2745478f0373bcee025 wp-block-tenup-post-primary-term has-text-color has-text-secondary-color has-eyebrow-1-font-size\">\n\t\tData Science\t<\/a>\n<\/div>\n\n\n<div class=\"has-link-color wp-elements-9b2da9e78c2e95c41dab8b5a7bd89187 wp-block-post-excerpt has-text-color has-text-secondary-color\"><p class=\"wp-block-post-excerpt__excerpt\">How AI is transforming data science interviews\u2014and what hiring managers and candidates should do to&hellip; <\/p><\/div>\n\n\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-17c695da wp-block-group-is-layout-flex\">\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-7489e3c2 wp-block-group-is-layout-flex\"><div style=\"text-decoration:none;\" class=\"has-link-color wp-elements-405d4e0f55fae1c84a82bd83ba2e27c0 wp-block-post-author-name has-text-color has-blue-gray-color has-caption-1-font-size\"><a href=\"https:\/\/towardsdatascience.com\/author\/ydong029\/\" target=\"_self\" class=\"wp-block-post-author-name__link\">Yu Dong<\/a><\/div>\n\n\n<div class=\"wp-block-group has-text-secondary-color has-text-color has-link-color wp-elements-d0177fb7ba90a51f585a7c4cb4e1df98 is-nowrap is-layout-flex wp-container-core-group-is-layout-a442b01b wp-block-group-is-layout-flex\"><div class=\"has-link-color wp-elements-99a26fa1313fab1f3f25cffcb782a34d wp-block-post-date has-text-color has-text-secondary-color has-caption-1-font-size\"><time datetime=\"2025-07-04T12:02:47-05:00\">Jul 4<\/time><\/div>\n\n\n<div class=\"wp-elements-717bb1e0e8956d465f5b94f3ba248dbf wp-block-tenup-post-time-to-read has-text-color has-text-secondary-color has-caption-1-font-size\">\n\t11 min read<\/div>\n\n\n\n\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n<\/li><li class=\"wp-block-post post-606492 post type-post status-publish format-standard has-post-thumbnail hentry category-large-language-models tag-ai-fairness tag-artificial-intelligence tag-bias tag-editors-pick tag-llm\">\n\n<div class=\"wp-block-group alignwide is-vertical is-content-justification-left is-nowrap is-layout-flex wp-container-core-group-is-layout-0b94b808 wp-block-group-is-layout-flex wp-block-block wp-block-null\"><figure style=\"aspect-ratio:16\/9;width:100%;\" class=\"wp-block-post-featured-image\"><img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"640\" src=\"https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/pruning_retro.jpg\" class=\"attachment-post-thumbnail size-post-thumbnail not-transparent wp-post-image\" alt=\"\" style=\"--dominant-color: #998070;width:100%;height:100%;object-fit:cover;\" srcset=\"https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/pruning_retro.jpg 640w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/pruning_retro-300x300.jpg 300w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/pruning_retro-150x150.jpg 150w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" data-has-transparency=\"false\" data-dominant-color=\"998070\" \/><\/figure>\n\n\n<div class=\"wp-block-group alignwide is-style-default is-vertical is-layout-flex wp-container-core-group-is-layout-4f9af663 wp-block-group-is-layout-flex\" style=\"padding-top:var(--wp--preset--spacing--10);padding-right:0;padding-left:0\">\n<div class=\"wp-block-group is-reversed is-vertical is-layout-flex wp-container-core-group-is-layout-ea0cb840 wp-block-group-is-layout-flex\"><h2 style=\"margin-top:0;margin-right:0;margin-bottom:0;margin-left:0;\" class=\"has-link-color alignwide wp-elements-c804df8ecfea890347697a4469c7a87f wp-block-post-title has-text-color has-text-primary-color has-heading-6-font-size\"><a href=\"https:\/\/towardsdatascience.com\/fairness-pruning-precision-surgery-to-reduce-bias-in-llms\/\" target=\"_self\" >Fairness Pruning: Precision Surgery to Reduce Bias in\u00a0LLMs<\/a><\/h2>\n\n\t<a href=\"https:\/\/towardsdatascience.com\/category\/artificial-intelligence\/large-language-models\/\" style=\"text-transform:uppercase;\" class=\"is-taxonomy-category wp-elements-361e18664420f2745478f0373bcee025 wp-block-tenup-post-primary-term has-text-color has-text-secondary-color has-eyebrow-1-font-size\">\n\t\tLarge Language Models\t<\/a>\n<\/div>\n\n\n<div class=\"has-link-color wp-elements-9b2da9e78c2e95c41dab8b5a7bd89187 wp-block-post-excerpt has-text-color has-text-secondary-color\"><p class=\"wp-block-post-excerpt__excerpt\">From unjustified shootings to neutral stories: how to fix toxic narratives with selective pruning <\/p><\/div>\n\n\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-17c695da wp-block-group-is-layout-flex\">\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-7489e3c2 wp-block-group-is-layout-flex\"><div style=\"text-decoration:none;\" class=\"has-link-color wp-elements-405d4e0f55fae1c84a82bd83ba2e27c0 wp-block-post-author-name has-text-color has-blue-gray-color has-caption-1-font-size\"><a href=\"https:\/\/towardsdatascience.com\/author\/peremartra\/\" target=\"_self\" class=\"wp-block-post-author-name__link\">Pere Martra<\/a><\/div>\n\n\n<div class=\"wp-block-group has-text-secondary-color has-text-color has-link-color wp-elements-d0177fb7ba90a51f585a7c4cb4e1df98 is-nowrap is-layout-flex wp-container-core-group-is-layout-a442b01b wp-block-group-is-layout-flex\"><div class=\"has-link-color wp-elements-99a26fa1313fab1f3f25cffcb782a34d wp-block-post-date has-text-color has-text-secondary-color has-caption-1-font-size\"><time datetime=\"2025-07-03T18:29:08-05:00\">Jul 3<\/time><\/div>\n\n\n<div class=\"wp-elements-717bb1e0e8956d465f5b94f3ba248dbf wp-block-tenup-post-time-to-read has-text-color has-text-secondary-color has-caption-1-font-size\">\n\t15 min read<\/div>\n\n\n\n\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n<\/li><li class=\"wp-block-post post-606485 post type-post status-publish format-standard has-post-thumbnail hentry category-large-language-models tag-artificial-intelligence tag-careers tag-editors-pick tag-programming tag-software-engineering\">\n\n<div class=\"wp-block-group alignwide is-vertical is-content-justification-left is-nowrap is-layout-flex wp-container-core-group-is-layout-0b94b808 wp-block-group-is-layout-flex wp-block-block wp-block-null\"><figure style=\"aspect-ratio:16\/9;width:100%;\" class=\"wp-block-post-featured-image\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"533\" src=\"https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/plant.jpg\" class=\"attachment-post-thumbnail size-post-thumbnail not-transparent wp-post-image\" alt=\"\" style=\"--dominant-color: #a6b58b;width:100%;height:100%;object-fit:cover;\" srcset=\"https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/plant.jpg 800w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/plant-300x200.jpg 300w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/plant-768x512.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" data-has-transparency=\"false\" data-dominant-color=\"a6b58b\" \/><\/figure>\n\n\n<div class=\"wp-block-group alignwide is-style-default is-vertical is-layout-flex wp-container-core-group-is-layout-4f9af663 wp-block-group-is-layout-flex\" style=\"padding-top:var(--wp--preset--spacing--10);padding-right:0;padding-left:0\">\n<div class=\"wp-block-group is-reversed is-vertical is-layout-flex wp-container-core-group-is-layout-ea0cb840 wp-block-group-is-layout-flex\"><h2 style=\"margin-top:0;margin-right:0;margin-bottom:0;margin-left:0;\" class=\"has-link-color alignwide wp-elements-c804df8ecfea890347697a4469c7a87f wp-block-post-title has-text-color has-text-primary-color has-heading-6-font-size\"><a href=\"https:\/\/towardsdatascience.com\/software-engineering-in-the-llm-era\/\" target=\"_self\" >Software Engineering in the LLM Era<\/a><\/h2>\n\n\t<a href=\"https:\/\/towardsdatascience.com\/category\/artificial-intelligence\/large-language-models\/\" style=\"text-transform:uppercase;\" class=\"is-taxonomy-category wp-elements-361e18664420f2745478f0373bcee025 wp-block-tenup-post-primary-term has-text-color has-text-secondary-color has-eyebrow-1-font-size\">\n\t\tLarge Language Models\t<\/a>\n<\/div>\n\n\n<div class=\"has-link-color wp-elements-9b2da9e78c2e95c41dab8b5a7bd89187 wp-block-post-excerpt has-text-color has-text-secondary-color\"><p class=\"wp-block-post-excerpt__excerpt\">On growing new software engineers, even when it\u2019s inefficient <\/p><\/div>\n\n\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-17c695da wp-block-group-is-layout-flex\">\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-7489e3c2 wp-block-group-is-layout-flex\"><div style=\"text-decoration:none;\" class=\"has-link-color wp-elements-405d4e0f55fae1c84a82bd83ba2e27c0 wp-block-post-author-name has-text-color has-blue-gray-color has-caption-1-font-size\"><a href=\"https:\/\/towardsdatascience.com\/author\/s-kirmer\/\" target=\"_self\" class=\"wp-block-post-author-name__link\">Stephanie Kirmer<\/a><\/div>\n\n\n<div class=\"wp-block-group has-text-secondary-color has-text-color has-link-color wp-elements-d0177fb7ba90a51f585a7c4cb4e1df98 is-nowrap is-layout-flex wp-container-core-group-is-layout-a442b01b wp-block-group-is-layout-flex\"><div class=\"has-link-color wp-elements-99a26fa1313fab1f3f25cffcb782a34d wp-block-post-date has-text-color has-text-secondary-color has-caption-1-font-size\"><time datetime=\"2025-07-02T14:27:46-05:00\">Jul 2<\/time><\/div>\n\n\n<div class=\"wp-elements-717bb1e0e8956d465f5b94f3ba248dbf wp-block-tenup-post-time-to-read has-text-color has-text-secondary-color has-caption-1-font-size\">\n\t13 min read<\/div>\n\n\n\n\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n<\/li><li class=\"wp-block-post post-606475 post type-post status-publish format-standard has-post-thumbnail hentry category-climate-change category-data category-data-analysis category-data-science tag-climate tag-climate-action tag-data-analysis tag-data-science tag-editors-pick tag-linear-regression tag-python\">\n\n<div class=\"wp-block-group alignwide is-vertical is-content-justification-left is-nowrap is-layout-flex wp-container-core-group-is-layout-0b94b808 wp-block-group-is-layout-flex wp-block-block wp-block-null\"><figure style=\"aspect-ratio:16\/9;width:100%;\" class=\"wp-block-post-featured-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1536\" height=\"1024\" src=\"https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/header.png\" class=\"attachment-post-thumbnail size-post-thumbnail not-transparent wp-post-image\" alt=\"\" style=\"--dominant-color: #2f4351;width:100%;height:100%;object-fit:cover;\" srcset=\"https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/header.png 1536w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/header-300x200.png 300w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/header-1024x683.png 1024w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/header-768x512.png 768w\" sizes=\"auto, (max-width: 1536px) 100vw, 1536px\" data-has-transparency=\"false\" data-dominant-color=\"2f4351\" \/><\/figure>\n\n\n<div class=\"wp-block-group alignwide is-style-default is-vertical is-layout-flex wp-container-core-group-is-layout-4f9af663 wp-block-group-is-layout-flex\" style=\"padding-top:var(--wp--preset--spacing--10);padding-right:0;padding-left:0\">\n<div class=\"wp-block-group is-reversed is-vertical is-layout-flex wp-container-core-group-is-layout-ea0cb840 wp-block-group-is-layout-flex\"><h2 style=\"margin-top:0;margin-right:0;margin-bottom:0;margin-left:0;\" class=\"has-link-color alignwide wp-elements-c804df8ecfea890347697a4469c7a87f wp-block-post-title has-text-color has-text-primary-color has-heading-6-font-size\"><a href=\"https:\/\/towardsdatascience.com\/how-to-access-nasas-climate-data-and-how-its-powering-the-fight-against-climate-change-pt-1\/\" target=\"_self\" >How to Access NASA\u2019s Climate Data \u2014 And How It\u2019s Powering the Fight Against Climate Change Pt. 1<\/a><\/h2>\n\n\t<a href=\"https:\/\/towardsdatascience.com\/category\/data-science\/\" style=\"text-transform:uppercase;\" class=\"is-taxonomy-category wp-elements-361e18664420f2745478f0373bcee025 wp-block-tenup-post-primary-term has-text-color has-text-secondary-color has-eyebrow-1-font-size\">\n\t\tData Science\t<\/a>\n<\/div>\n\n\n<div class=\"has-link-color wp-elements-9b2da9e78c2e95c41dab8b5a7bd89187 wp-block-post-excerpt has-text-color has-text-secondary-color\"><p class=\"wp-block-post-excerpt__excerpt\">From architectural design to food security. <\/p><\/div>\n\n\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-17c695da wp-block-group-is-layout-flex\">\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-7489e3c2 wp-block-group-is-layout-flex\"><div style=\"text-decoration:none;\" class=\"has-link-color wp-elements-405d4e0f55fae1c84a82bd83ba2e27c0 wp-block-post-author-name has-text-color has-blue-gray-color has-caption-1-font-size\"><a href=\"https:\/\/towardsdatascience.com\/author\/marco-heningtallarico\/\" target=\"_self\" class=\"wp-block-post-author-name__link\">Marco Hening Tallarico<\/a><\/div>\n\n\n<div class=\"wp-block-group has-text-secondary-color has-text-color has-link-color wp-elements-d0177fb7ba90a51f585a7c4cb4e1df98 is-nowrap is-layout-flex wp-container-core-group-is-layout-a442b01b wp-block-group-is-layout-flex\"><div class=\"has-link-color wp-elements-99a26fa1313fab1f3f25cffcb782a34d wp-block-post-date has-text-color has-text-secondary-color has-caption-1-font-size\"><time datetime=\"2025-07-01T15:20:26-05:00\">Jul 1<\/time><\/div>\n\n\n<div class=\"wp-elements-717bb1e0e8956d465f5b94f3ba248dbf wp-block-tenup-post-time-to-read has-text-color has-text-secondary-color has-caption-1-font-size\">\n\t11 min read<\/div>\n\n\n\n\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n<\/li><\/ul><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignwide is-layout-flow wp-block-group-is-layout-flow\" style=\"margin-top:var(--wp--preset--spacing--40);padding-top:var(--wp--preset--spacing--16)\">\n<h2 class=\"wp-block-heading alignwide has-text-secondary-color has-text-color has-link-color has-heading-4-font-size wp-elements-ecd8ce1f5df390fd420f1c4f48fbc6fe\">The Variable Newsletter<\/h2>\n\n\n\n<div class=\"wp-block-query alignwide is-layout-flow wp-block-query-is-layout-flow\"><ul class=\"wp-block-post-template is-layout-grid wp-container-core-post-template-is-layout-b0b489e9 wp-block-post-template-is-layout-grid is-entire-card-clickable\"><li class=\"wp-block-post post-606557 post type-post status-publish format-standard has-post-thumbnail hentry category-artificial-intelligence category-data-science category-large-language-models category-the-variable tag-artificial-intelligence tag-data-science tag-programming tag-prompt-engineering tag-tds-features tag-the-variable\">\n\n<div class=\"wp-block-group alignwide is-vertical is-content-justification-left is-nowrap is-layout-flex wp-container-core-group-is-layout-0b94b808 wp-block-group-is-layout-flex wp-block-block wp-block-null\"><figure style=\"aspect-ratio:16\/9;width:100%;\" class=\"wp-block-post-featured-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1020\" height=\"680\" src=\"https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/pexels-sofia-falco-1148410914-32439212.jpg\" class=\"attachment-post-thumbnail size-post-thumbnail not-transparent wp-post-image\" alt=\"Screwdriver bits\" style=\"--dominant-color: #212229;width:100%;height:100%;object-fit:cover;\" srcset=\"https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/pexels-sofia-falco-1148410914-32439212.jpg 1020w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/pexels-sofia-falco-1148410914-32439212-300x200.jpg 300w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/pexels-sofia-falco-1148410914-32439212-768x512.jpg 768w\" sizes=\"auto, (max-width: 1020px) 100vw, 1020px\" data-has-transparency=\"false\" data-dominant-color=\"212229\" \/><\/figure>\n\n\n<div class=\"wp-block-group alignwide is-style-default is-vertical is-layout-flex wp-container-core-group-is-layout-4f9af663 wp-block-group-is-layout-flex\" style=\"padding-top:var(--wp--preset--spacing--10);padding-right:0;padding-left:0\">\n<div class=\"wp-block-group is-reversed is-vertical is-layout-flex wp-container-core-group-is-layout-ea0cb840 wp-block-group-is-layout-flex\"><h2 style=\"margin-top:0;margin-right:0;margin-bottom:0;margin-left:0;\" class=\"has-link-color alignwide wp-elements-c804df8ecfea890347697a4469c7a87f wp-block-post-title has-text-color has-text-primary-color has-heading-6-font-size\"><a href=\"https:\/\/towardsdatascience.com\/worried-about-ai-use-it-to-your-advantage\/\" target=\"_self\" >Worried About AI? Use It to Your Advantage<\/a><\/h2>\n\n\t<a href=\"https:\/\/towardsdatascience.com\/category\/the-variable\/\" style=\"text-transform:uppercase;\" class=\"is-taxonomy-category wp-elements-361e18664420f2745478f0373bcee025 wp-block-tenup-post-primary-term has-text-color has-text-secondary-color has-eyebrow-1-font-size\">\n\t\tThe Variable\t<\/a>\n<\/div>\n\n\n<div class=\"has-link-color wp-elements-9b2da9e78c2e95c41dab8b5a7bd89187 wp-block-post-excerpt has-text-color has-text-secondary-color\"><p class=\"wp-block-post-excerpt__excerpt\">This week, we focus on the future of data science and the opportunities that can&hellip; <\/p><\/div>\n\n\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-17c695da wp-block-group-is-layout-flex\">\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-7489e3c2 wp-block-group-is-layout-flex\"><div style=\"text-decoration:none;\" class=\"has-link-color wp-elements-405d4e0f55fae1c84a82bd83ba2e27c0 wp-block-post-author-name has-text-color has-blue-gray-color has-caption-1-font-size\"><a href=\"https:\/\/towardsdatascience.com\/author\/towardsdatascience\/\" target=\"_self\" class=\"wp-block-post-author-name__link\">TDS Editors<\/a><\/div>\n\n\n<div class=\"wp-block-group has-text-secondary-color has-text-color has-link-color wp-elements-d0177fb7ba90a51f585a7c4cb4e1df98 is-nowrap is-layout-flex wp-container-core-group-is-layout-a442b01b wp-block-group-is-layout-flex\"><div class=\"has-link-color wp-elements-99a26fa1313fab1f3f25cffcb782a34d wp-block-post-date has-text-color has-text-secondary-color has-caption-1-font-size\"><time datetime=\"2025-07-10T06:00:00-05:00\">Jul 10<\/time><\/div>\n\n\n<div class=\"wp-elements-717bb1e0e8956d465f5b94f3ba248dbf wp-block-tenup-post-time-to-read has-text-color has-text-secondary-color has-caption-1-font-size\">\n\t3 min read<\/div>\n\n\n\n\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n<\/li><li class=\"wp-block-post post-606559 post type-post status-publish format-standard has-post-thumbnail hentry category-artificial-intelligence category-conversational-ai category-data-science category-data-science-technology category-deep-learning category-large-language-models category-machine-learning category-programming category-the-variable tag-artificial-intelligence tag-data-science tag-machine-learning tag-monthly-edition tag-programming tag-tds-features tag-the-variable\">\n\n<div class=\"wp-block-group alignwide is-vertical is-content-justification-left is-nowrap is-layout-flex wp-container-core-group-is-layout-0b94b808 wp-block-group-is-layout-flex wp-block-block wp-block-null\"><figure style=\"aspect-ratio:16\/9;width:100%;\" class=\"wp-block-post-featured-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1280\" height=\"720\" src=\"https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/pexels-googledeepmind-17483907.jpg\" class=\"attachment-post-thumbnail size-post-thumbnail not-transparent wp-post-image\" alt=\"Abstract representation of artificial general intelligence\" style=\"--dominant-color: #8087a4;width:100%;height:100%;object-fit:cover;\" srcset=\"https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/pexels-googledeepmind-17483907.jpg 1280w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/pexels-googledeepmind-17483907-300x169.jpg 300w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/pexels-googledeepmind-17483907-1024x576.jpg 1024w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/pexels-googledeepmind-17483907-768x432.jpg 768w\" sizes=\"auto, (max-width: 1280px) 100vw, 1280px\" data-has-transparency=\"false\" data-dominant-color=\"8087a4\" \/><\/figure>\n\n\n<div class=\"wp-block-group alignwide is-style-default is-vertical is-layout-flex wp-container-core-group-is-layout-4f9af663 wp-block-group-is-layout-flex\" style=\"padding-top:var(--wp--preset--spacing--10);padding-right:0;padding-left:0\">\n<div class=\"wp-block-group is-reversed is-vertical is-layout-flex wp-container-core-group-is-layout-ea0cb840 wp-block-group-is-layout-flex\"><h2 style=\"margin-top:0;margin-right:0;margin-bottom:0;margin-left:0;\" class=\"has-link-color alignwide wp-elements-c804df8ecfea890347697a4469c7a87f wp-block-post-title has-text-color has-text-primary-color has-heading-6-font-size\"><a href=\"https:\/\/towardsdatascience.com\/june-must-reads-ai-agents-dashboards-and-more\/\" target=\"_self\" >June Must-Reads: AI Agents, Dashboards, and More<\/a><\/h2>\n\n\t<a href=\"https:\/\/towardsdatascience.com\/category\/the-variable\/\" style=\"text-transform:uppercase;\" class=\"is-taxonomy-category wp-elements-361e18664420f2745478f0373bcee025 wp-block-tenup-post-primary-term has-text-color has-text-secondary-color has-eyebrow-1-font-size\">\n\t\tThe Variable\t<\/a>\n<\/div>\n\n\n<div class=\"has-link-color wp-elements-9b2da9e78c2e95c41dab8b5a7bd89187 wp-block-post-excerpt has-text-color has-text-secondary-color\"><p class=\"wp-block-post-excerpt__excerpt\">A selection of our most-read and -shared articles of the past month. <\/p><\/div>\n\n\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-17c695da wp-block-group-is-layout-flex\">\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-7489e3c2 wp-block-group-is-layout-flex\"><div style=\"text-decoration:none;\" class=\"has-link-color wp-elements-405d4e0f55fae1c84a82bd83ba2e27c0 wp-block-post-author-name has-text-color has-blue-gray-color has-caption-1-font-size\"><a href=\"https:\/\/towardsdatascience.com\/author\/towardsdatascience\/\" target=\"_self\" class=\"wp-block-post-author-name__link\">TDS Editors<\/a><\/div>\n\n\n<div class=\"wp-block-group has-text-secondary-color has-text-color has-link-color wp-elements-d0177fb7ba90a51f585a7c4cb4e1df98 is-nowrap is-layout-flex wp-container-core-group-is-layout-a442b01b wp-block-group-is-layout-flex\"><div class=\"has-link-color wp-elements-99a26fa1313fab1f3f25cffcb782a34d wp-block-post-date has-text-color has-text-secondary-color has-caption-1-font-size\"><time datetime=\"2025-07-03T06:00:00-05:00\">Jul 3<\/time><\/div>\n\n\n<div class=\"wp-elements-717bb1e0e8956d465f5b94f3ba248dbf wp-block-tenup-post-time-to-read has-text-color has-text-secondary-color has-caption-1-font-size\">\n\t4 min read<\/div>\n\n\n\n\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n<\/li><\/ul><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignwide is-layout-flow wp-block-group-is-layout-flow\" style=\"margin-top:var(--wp--preset--spacing--40);margin-bottom:var(--wp--preset--spacing--48);padding-top:var(--wp--preset--spacing--16)\">\n<h2 class=\"wp-block-heading alignwide has-text-secondary-color has-text-color has-link-color has-heading-4-font-size wp-elements-2051da292a11cc89e53e701c2510f191\">Deep Dives<\/h2>\n\n\n\n<div class=\"wp-block-query alignwide is-layout-flow wp-block-query-is-layout-flow\"><ul class=\"wp-block-post-template is-layout-grid wp-container-core-post-template-is-layout-c37e0d04 wp-block-post-template-is-layout-grid is-entire-card-clickable\"><li class=\"wp-block-post post-606552 post type-post status-publish format-standard has-post-thumbnail hentry category-artificial-intelligence tag-agentic-ai tag-deep-dives tag-llm tag-llm-agent tag-mcp\">\n\n<div class=\"wp-block-group alignwide is-vertical is-content-justification-left is-nowrap is-layout-flex wp-container-core-group-is-layout-0b94b808 wp-block-group-is-layout-flex wp-block-block wp-block-null\"><figure style=\"aspect-ratio:16\/9;width:100%;\" class=\"wp-block-post-featured-image\"><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1456\" src=\"https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/Screenshot-2025-07-05-at-21.33.46-scaled-1.png\" class=\"attachment-post-thumbnail size-post-thumbnail has-transparency wp-post-image\" alt=\"\" style=\"--dominant-color: #b9ab8c;width:100%;height:100%;object-fit:cover;\" srcset=\"https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/Screenshot-2025-07-05-at-21.33.46-scaled-1.png 2560w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/Screenshot-2025-07-05-at-21.33.46-scaled-1-300x171.png 300w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/Screenshot-2025-07-05-at-21.33.46-scaled-1-1024x582.png 1024w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/Screenshot-2025-07-05-at-21.33.46-scaled-1-768x437.png 768w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/Screenshot-2025-07-05-at-21.33.46-scaled-1-1536x874.png 1536w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/Screenshot-2025-07-05-at-21.33.46-scaled-1-2048x1165.png 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" data-has-transparency=\"true\" data-dominant-color=\"b9ab8c\" \/><\/figure>\n\n\n<div class=\"wp-block-group alignwide is-style-default is-vertical is-layout-flex wp-container-core-group-is-layout-4f9af663 wp-block-group-is-layout-flex\" style=\"padding-top:var(--wp--preset--spacing--10);padding-right:0;padding-left:0\">\n<div class=\"wp-block-group is-reversed is-vertical is-layout-flex wp-container-core-group-is-layout-ea0cb840 wp-block-group-is-layout-flex\"><h2 style=\"margin-top:0;margin-right:0;margin-bottom:0;margin-left:0;\" class=\"has-link-color alignwide wp-elements-c804df8ecfea890347697a4469c7a87f wp-block-post-title has-text-color has-text-primary-color has-heading-6-font-size\"><a href=\"https:\/\/towardsdatascience.com\/building-a-%d1%81ustom-mcp-chatbot\/\" target=\"_self\" >Building a \u0421ustom MCP\u00a0Chatbot<\/a><\/h2>\n\n\t<a href=\"https:\/\/towardsdatascience.com\/category\/artificial-intelligence\/\" style=\"text-transform:uppercase;\" class=\"is-taxonomy-category wp-elements-361e18664420f2745478f0373bcee025 wp-block-tenup-post-primary-term has-text-color has-text-secondary-color has-eyebrow-1-font-size\">\n\t\tArtificial Intelligence\t<\/a>\n<\/div>\n\n\n<div class=\"has-link-color wp-elements-9b2da9e78c2e95c41dab8b5a7bd89187 wp-block-post-excerpt has-text-color has-text-secondary-color\"><p class=\"wp-block-post-excerpt__excerpt\">Understanding all the details of the model context\u00a0protocol <\/p><\/div>\n\n\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-17c695da wp-block-group-is-layout-flex\">\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-7489e3c2 wp-block-group-is-layout-flex\"><div style=\"text-decoration:none;\" class=\"has-link-color wp-elements-405d4e0f55fae1c84a82bd83ba2e27c0 wp-block-post-author-name has-text-color has-blue-gray-color has-caption-1-font-size\"><a href=\"https:\/\/towardsdatascience.com\/author\/miptgirl\/\" target=\"_self\" class=\"wp-block-post-author-name__link\">Mariya Mansurova<\/a><\/div>\n\n\n<div class=\"wp-block-group has-text-secondary-color has-text-color has-link-color wp-elements-d0177fb7ba90a51f585a7c4cb4e1df98 is-nowrap is-layout-flex wp-container-core-group-is-layout-a442b01b wp-block-group-is-layout-flex\"><div class=\"has-link-color wp-elements-99a26fa1313fab1f3f25cffcb782a34d wp-block-post-date has-text-color has-text-secondary-color has-caption-1-font-size\"><time datetime=\"2025-07-10T14:53:09-05:00\">Jul 10<\/time><\/div>\n\n\n<div class=\"wp-elements-717bb1e0e8956d465f5b94f3ba248dbf wp-block-tenup-post-time-to-read has-text-color has-text-secondary-color has-caption-1-font-size\">\n\t25 min read<\/div>\n\n\n\n\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n<\/li><li class=\"wp-block-post post-606548 post type-post status-publish format-standard has-post-thumbnail hentry category-artificial-intelligence tag-computer-vision tag-deep-dives tag-deep-learning tag-multimodality tag-scene-understanding tag-techforlife\">\n\n<div class=\"wp-block-group alignwide is-vertical is-content-justification-left is-nowrap is-layout-flex wp-container-core-group-is-layout-0b94b808 wp-block-group-is-layout-flex wp-block-block wp-block-null\"><figure style=\"aspect-ratio:16\/9;width:100%;\" class=\"wp-block-post-featured-image\"><img loading=\"lazy\" decoding=\"async\" width=\"855\" height=\"795\" src=\"https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/Chapter3_Cover-Image_Capture.png\" class=\"attachment-post-thumbnail size-post-thumbnail not-transparent wp-post-image\" alt=\"\" style=\"--dominant-color: #4c637a;width:100%;height:100%;object-fit:cover;\" srcset=\"https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/Chapter3_Cover-Image_Capture.png 855w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/Chapter3_Cover-Image_Capture-300x279.png 300w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/Chapter3_Cover-Image_Capture-768x714.png 768w\" sizes=\"auto, (max-width: 855px) 100vw, 855px\" data-has-transparency=\"false\" data-dominant-color=\"4c637a\" \/><\/figure>\n\n\n<div class=\"wp-block-group alignwide is-style-default is-vertical is-layout-flex wp-container-core-group-is-layout-4f9af663 wp-block-group-is-layout-flex\" style=\"padding-top:var(--wp--preset--spacing--10);padding-right:0;padding-left:0\">\n<div class=\"wp-block-group is-reversed is-vertical is-layout-flex wp-container-core-group-is-layout-ea0cb840 wp-block-group-is-layout-flex\"><h2 style=\"margin-top:0;margin-right:0;margin-bottom:0;margin-left:0;\" class=\"has-link-color alignwide wp-elements-c804df8ecfea890347697a4469c7a87f wp-block-post-title has-text-color has-text-primary-color has-heading-6-font-size\"><a href=\"https:\/\/towardsdatascience.com\/scene-understanding-in-action-real-world-validation-of-multimodal-ai-integration\/\" target=\"_self\" >Scene Understanding in Action: Real-World Validation of Multimodal AI Integration<\/a><\/h2>\n\n\t<a href=\"https:\/\/towardsdatascience.com\/category\/artificial-intelligence\/\" style=\"text-transform:uppercase;\" class=\"is-taxonomy-category wp-elements-361e18664420f2745478f0373bcee025 wp-block-tenup-post-primary-term has-text-color has-text-secondary-color has-eyebrow-1-font-size\">\n\t\tArtificial Intelligence\t<\/a>\n<\/div>\n\n\n<div class=\"has-link-color wp-elements-9b2da9e78c2e95c41dab8b5a7bd89187 wp-block-post-excerpt has-text-color has-text-secondary-color\"><p class=\"wp-block-post-excerpt__excerpt\">A deep dive into real-world case studies: from indoor space and urban streets to world-famous&hellip; <\/p><\/div>\n\n\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-17c695da wp-block-group-is-layout-flex\">\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-7489e3c2 wp-block-group-is-layout-flex\"><div style=\"text-decoration:none;\" class=\"has-link-color wp-elements-405d4e0f55fae1c84a82bd83ba2e27c0 wp-block-post-author-name has-text-color has-blue-gray-color has-caption-1-font-size\"><a href=\"https:\/\/towardsdatascience.com\/author\/eric-chung\/\" target=\"_self\" class=\"wp-block-post-author-name__link\">Eric Chung<\/a><\/div>\n\n\n<div class=\"wp-block-group has-text-secondary-color has-text-color has-link-color wp-elements-d0177fb7ba90a51f585a7c4cb4e1df98 is-nowrap is-layout-flex wp-container-core-group-is-layout-a442b01b wp-block-group-is-layout-flex\"><div class=\"has-link-color wp-elements-99a26fa1313fab1f3f25cffcb782a34d wp-block-post-date has-text-color has-text-secondary-color has-caption-1-font-size\"><time datetime=\"2025-07-10T13:12:23-05:00\">Jul 10<\/time><\/div>\n\n\n<div class=\"wp-elements-717bb1e0e8956d465f5b94f3ba248dbf wp-block-tenup-post-time-to-read has-text-color has-text-secondary-color has-caption-1-font-size\">\n\t13 min read<\/div>\n\n\n\n\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n<\/li><li class=\"wp-block-post post-606546 post type-post status-publish format-standard has-post-thumbnail hentry category-large-language-models tag-deep-dives tag-healthcare tag-llm-evaluation tag-llms-in-healthcare tag-medical-ai\">\n\n<div class=\"wp-block-group alignwide is-vertical is-content-justification-left is-nowrap is-layout-flex wp-container-core-group-is-layout-0b94b808 wp-block-group-is-layout-flex wp-block-block wp-block-null\"><figure style=\"aspect-ratio:16\/9;width:100%;\" class=\"wp-block-post-featured-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/ChatGPT-Image-Jul-8-2025-07_17_39-PM.png\" class=\"attachment-post-thumbnail size-post-thumbnail not-transparent wp-post-image\" alt=\"\" style=\"--dominant-color: #8b7f55;width:100%;height:100%;object-fit:cover;\" srcset=\"https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/ChatGPT-Image-Jul-8-2025-07_17_39-PM.png 1024w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/ChatGPT-Image-Jul-8-2025-07_17_39-PM-300x300.png 300w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/ChatGPT-Image-Jul-8-2025-07_17_39-PM-150x150.png 150w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/ChatGPT-Image-Jul-8-2025-07_17_39-PM-768x768.png 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" data-has-transparency=\"false\" data-dominant-color=\"8b7f55\" \/><\/figure>\n\n\n<div class=\"wp-block-group alignwide is-style-default is-vertical is-layout-flex wp-container-core-group-is-layout-4f9af663 wp-block-group-is-layout-flex\" style=\"padding-top:var(--wp--preset--spacing--10);padding-right:0;padding-left:0\">\n<div class=\"wp-block-group is-reversed is-vertical is-layout-flex wp-container-core-group-is-layout-ea0cb840 wp-block-group-is-layout-flex\"><h2 style=\"margin-top:0;margin-right:0;margin-bottom:0;margin-left:0;\" class=\"has-link-color alignwide wp-elements-c804df8ecfea890347697a4469c7a87f wp-block-post-title has-text-color has-text-primary-color has-heading-6-font-size\"><a href=\"https:\/\/towardsdatascience.com\/evaluation-driven-development-for-llm-powered-products-lessons-from-building-in-healthcare\/\" target=\"_self\" >Evaluation-Driven Development for LLM-Powered Products: Lessons from Building in Healthcare<\/a><\/h2>\n\n\t<a href=\"https:\/\/towardsdatascience.com\/category\/artificial-intelligence\/large-language-models\/\" style=\"text-transform:uppercase;\" class=\"is-taxonomy-category wp-elements-361e18664420f2745478f0373bcee025 wp-block-tenup-post-primary-term has-text-color has-text-secondary-color has-eyebrow-1-font-size\">\n\t\tLarge Language Models\t<\/a>\n<\/div>\n\n\n<div class=\"has-link-color wp-elements-9b2da9e78c2e95c41dab8b5a7bd89187 wp-block-post-excerpt has-text-color has-text-secondary-color\"><p class=\"wp-block-post-excerpt__excerpt\">How metrics and monitoring combine with human expertise to build trustworthy AI in healthcare. <\/p><\/div>\n\n\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-17c695da wp-block-group-is-layout-flex\">\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-7489e3c2 wp-block-group-is-layout-flex\"><div style=\"text-decoration:none;\" class=\"has-link-color wp-elements-405d4e0f55fae1c84a82bd83ba2e27c0 wp-block-post-author-name has-text-color has-blue-gray-color has-caption-1-font-size\"><a href=\"https:\/\/towardsdatascience.com\/author\/rmartinshort\/\" target=\"_self\" class=\"wp-block-post-author-name__link\">Robert Martin-Short<\/a><\/div>\n\n\n<div class=\"wp-block-group has-text-secondary-color has-text-color has-link-color wp-elements-d0177fb7ba90a51f585a7c4cb4e1df98 is-nowrap is-layout-flex wp-container-core-group-is-layout-a442b01b wp-block-group-is-layout-flex\"><div class=\"has-link-color wp-elements-99a26fa1313fab1f3f25cffcb782a34d wp-block-post-date has-text-color has-text-secondary-color has-caption-1-font-size\"><time datetime=\"2025-07-10T12:58:58-05:00\">Jul 10<\/time><\/div>\n\n\n<div class=\"wp-elements-717bb1e0e8956d465f5b94f3ba248dbf wp-block-tenup-post-time-to-read has-text-color has-text-secondary-color has-caption-1-font-size\">\n\t30 min read<\/div>\n\n\n\n\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n<\/li><li class=\"wp-block-post post-606542 post type-post status-publish format-standard has-post-thumbnail hentry category-large-language-models tag-ai tag-data-equity tag-data-quality tag-deep-dives tag-training-data\">\n\n<div class=\"wp-block-group alignwide is-vertical is-content-justification-left is-nowrap is-layout-flex wp-container-core-group-is-layout-0b94b808 wp-block-group-is-layout-flex wp-block-block wp-block-null\"><figure style=\"aspect-ratio:16\/9;width:100%;\" class=\"wp-block-post-featured-image\"><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1779\" src=\"https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/Drawing-22-scaled-1.png\" class=\"attachment-post-thumbnail size-post-thumbnail not-transparent wp-post-image\" alt=\"The image shows that work data is the central, most valuable data source for LLM training. Better than web content, YouTube, social media, public code, etc.\" style=\"--dominant-color: #eae6d5;width:100%;height:100%;object-fit:cover;\" srcset=\"https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/Drawing-22-scaled-1.png 2560w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/Drawing-22-scaled-1-300x208.png 300w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/Drawing-22-scaled-1-1024x712.png 1024w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/Drawing-22-scaled-1-768x534.png 768w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/Drawing-22-scaled-1-1536x1067.png 1536w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/Drawing-22-scaled-1-2048x1423.png 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" data-has-transparency=\"false\" data-dominant-color=\"eae6d5\" \/><\/figure>\n\n\n<div class=\"wp-block-group alignwide is-style-default is-vertical is-layout-flex wp-container-core-group-is-layout-4f9af663 wp-block-group-is-layout-flex\" style=\"padding-top:var(--wp--preset--spacing--10);padding-right:0;padding-left:0\">\n<div class=\"wp-block-group is-reversed is-vertical is-layout-flex wp-container-core-group-is-layout-ea0cb840 wp-block-group-is-layout-flex\"><h2 style=\"margin-top:0;margin-right:0;margin-bottom:0;margin-left:0;\" class=\"has-link-color alignwide wp-elements-c804df8ecfea890347697a4469c7a87f wp-block-post-title has-text-color has-text-primary-color has-heading-6-font-size\"><a href=\"https:\/\/towardsdatascience.com\/work-data-is-the-next-frontier-for-genai\/\" target=\"_self\" >Work Data Is the Next Frontier for GenAI<\/a><\/h2>\n\n\t<a href=\"https:\/\/towardsdatascience.com\/category\/artificial-intelligence\/large-language-models\/\" style=\"text-transform:uppercase;\" class=\"is-taxonomy-category wp-elements-361e18664420f2745478f0373bcee025 wp-block-tenup-post-primary-term has-text-color has-text-secondary-color has-eyebrow-1-font-size\">\n\t\tLarge Language Models\t<\/a>\n<\/div>\n\n\n<div class=\"has-link-color wp-elements-9b2da9e78c2e95c41dab8b5a7bd89187 wp-block-post-excerpt has-text-color has-text-secondary-color\"><p class=\"wp-block-post-excerpt__excerpt\">9 reasons why work data is the single most valuable data source for LLM training,&hellip; <\/p><\/div>\n\n\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-17c695da wp-block-group-is-layout-flex\">\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-7489e3c2 wp-block-group-is-layout-flex\"><div style=\"text-decoration:none;\" class=\"has-link-color wp-elements-405d4e0f55fae1c84a82bd83ba2e27c0 wp-block-post-author-name has-text-color has-blue-gray-color has-caption-1-font-size\"><a href=\"https:\/\/towardsdatascience.com\/author\/zombor\/\" target=\"_self\" class=\"wp-block-post-author-name__link\">Zsombor Varnagy-Toth<\/a><\/div>\n\n\n<div class=\"wp-block-group has-text-secondary-color has-text-color has-link-color wp-elements-d0177fb7ba90a51f585a7c4cb4e1df98 is-nowrap is-layout-flex wp-container-core-group-is-layout-a442b01b wp-block-group-is-layout-flex\"><div class=\"has-link-color wp-elements-99a26fa1313fab1f3f25cffcb782a34d wp-block-post-date has-text-color has-text-secondary-color has-caption-1-font-size\"><time datetime=\"2025-07-09T17:04:32-05:00\">Jul 9<\/time><\/div>\n\n\n<div class=\"wp-elements-717bb1e0e8956d465f5b94f3ba248dbf wp-block-tenup-post-time-to-read has-text-color has-text-secondary-color has-caption-1-font-size\">\n\t17 min read<\/div>\n\n\n\n\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n<\/li><li class=\"wp-block-post post-606534 post type-post status-publish format-standard has-post-thumbnail hentry category-data-science tag-deep-dives tag-machine-learning tag-python tag-time-series tag-time-series-forecasting\">\n\n<div class=\"wp-block-group alignwide is-vertical is-content-justification-left is-nowrap is-layout-flex wp-container-core-group-is-layout-0b94b808 wp-block-group-is-layout-flex wp-block-block wp-block-null\"><figure style=\"aspect-ratio:16\/9;width:100%;\" class=\"wp-block-post-featured-image\"><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1771\" src=\"https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/lucian-alexe-f2xfTOv0p9Y-unsplash-scaled-1.jpeg\" class=\"attachment-post-thumbnail size-post-thumbnail not-transparent wp-post-image\" alt=\"\" style=\"--dominant-color: #594535;width:100%;height:100%;object-fit:cover;\" srcset=\"https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/lucian-alexe-f2xfTOv0p9Y-unsplash-scaled-1.jpeg 2560w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/lucian-alexe-f2xfTOv0p9Y-unsplash-scaled-1-300x208.jpeg 300w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/lucian-alexe-f2xfTOv0p9Y-unsplash-scaled-1-1024x708.jpeg 1024w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/lucian-alexe-f2xfTOv0p9Y-unsplash-scaled-1-768x531.jpeg 768w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/lucian-alexe-f2xfTOv0p9Y-unsplash-scaled-1-1536x1063.jpeg 1536w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/lucian-alexe-f2xfTOv0p9Y-unsplash-scaled-1-2048x1417.jpeg 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" data-has-transparency=\"false\" data-dominant-color=\"594535\" \/><\/figure>\n\n\n<div class=\"wp-block-group alignwide is-style-default is-vertical is-layout-flex wp-container-core-group-is-layout-4f9af663 wp-block-group-is-layout-flex\" style=\"padding-top:var(--wp--preset--spacing--10);padding-right:0;padding-left:0\">\n<div class=\"wp-block-group is-reversed is-vertical is-layout-flex wp-container-core-group-is-layout-ea0cb840 wp-block-group-is-layout-flex\"><h2 style=\"margin-top:0;margin-right:0;margin-bottom:0;margin-left:0;\" class=\"has-link-color alignwide wp-elements-c804df8ecfea890347697a4469c7a87f wp-block-post-title has-text-color has-text-primary-color has-heading-6-font-size\"><a href=\"https:\/\/towardsdatascience.com\/time-series-forecasting-made-simple-part-3-1-stl-decomposition-understanding-initial-trend-and-seasonality-prior-to-loess-smoothing\/\" target=\"_self\" >Time Series Forecasting Made Simple (Part 3.1): STL Decomposition<\/a><\/h2>\n\n\t<a href=\"https:\/\/towardsdatascience.com\/category\/data-science\/\" style=\"text-transform:uppercase;\" class=\"is-taxonomy-category wp-elements-361e18664420f2745478f0373bcee025 wp-block-tenup-post-primary-term has-text-color has-text-secondary-color has-eyebrow-1-font-size\">\n\t\tData Science\t<\/a>\n<\/div>\n\n\n<div class=\"has-link-color wp-elements-9b2da9e78c2e95c41dab8b5a7bd89187 wp-block-post-excerpt has-text-color has-text-secondary-color\"><p class=\"wp-block-post-excerpt__excerpt\">STL Decomposition excels when seasonal patterns evolve over time. <\/p><\/div>\n\n\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-17c695da wp-block-group-is-layout-flex\">\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-7489e3c2 wp-block-group-is-layout-flex\"><div style=\"text-decoration:none;\" class=\"has-link-color wp-elements-405d4e0f55fae1c84a82bd83ba2e27c0 wp-block-post-author-name has-text-color has-blue-gray-color has-caption-1-font-size\"><a href=\"https:\/\/towardsdatascience.com\/author\/nikhil-dasari\/\" target=\"_self\" class=\"wp-block-post-author-name__link\">Nikhil Dasari<\/a><\/div>\n\n\n<div class=\"wp-block-group has-text-secondary-color has-text-color has-link-color wp-elements-d0177fb7ba90a51f585a7c4cb4e1df98 is-nowrap is-layout-flex wp-container-core-group-is-layout-a442b01b wp-block-group-is-layout-flex\"><div class=\"has-link-color wp-elements-99a26fa1313fab1f3f25cffcb782a34d wp-block-post-date has-text-color has-text-secondary-color has-caption-1-font-size\"><time datetime=\"2025-07-09T14:06:11-05:00\">Jul 9<\/time><\/div>\n\n\n<div class=\"wp-elements-717bb1e0e8956d465f5b94f3ba248dbf wp-block-tenup-post-time-to-read has-text-color has-text-secondary-color has-caption-1-font-size\">\n\t24 min read<\/div>\n\n\n\n\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n<\/li><li class=\"wp-block-post post-606531 post type-post status-publish format-standard has-post-thumbnail hentry category-large-language-models tag-deep-dives tag-deep-learning tag-huggingface tag-pytorch tag-reinforcement-learning\">\n\n<div class=\"wp-block-group alignwide is-vertical is-content-justification-left is-nowrap is-layout-flex wp-container-core-group-is-layout-0b94b808 wp-block-group-is-layout-flex wp-block-block wp-block-null\"><figure style=\"aspect-ratio:16\/9;width:100%;\" class=\"wp-block-post-featured-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1920\" height=\"1080\" src=\"https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/GRPO4.png\" class=\"attachment-post-thumbnail size-post-thumbnail not-transparent wp-post-image\" alt=\"GRPO Algorithm\" style=\"--dominant-color: #151d1e;width:100%;height:100%;object-fit:cover;\" srcset=\"https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/GRPO4.png 1920w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/GRPO4-300x169.png 300w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/GRPO4-1024x576.png 1024w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/GRPO4-768x432.png 768w, https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/07\/GRPO4-1536x864.png 1536w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" data-has-transparency=\"false\" data-dominant-color=\"151d1e\" \/><\/figure>\n\n\n<div class=\"wp-block-group alignwide is-style-default is-vertical is-layout-flex wp-container-core-group-is-layout-4f9af663 wp-block-group-is-layout-flex\" style=\"padding-top:var(--wp--preset--spacing--10);padding-right:0;padding-left:0\">\n<div class=\"wp-block-group is-reversed is-vertical is-layout-flex wp-container-core-group-is-layout-ea0cb840 wp-block-group-is-layout-flex\"><h2 style=\"margin-top:0;margin-right:0;margin-bottom:0;margin-left:0;\" class=\"has-link-color alignwide wp-elements-c804df8ecfea890347697a4469c7a87f wp-block-post-title has-text-color has-text-primary-color has-heading-6-font-size\"><a href=\"https:\/\/towardsdatascience.com\/how-to-finetune-small-language-models-to-think-with-reinforcement-learning\/\" target=\"_self\" >How to Fine-Tune Small Language Models to Think with Reinforcement Learning<\/a><\/h2>\n\n\t<a href=\"https:\/\/towardsdatascience.com\/category\/artificial-intelligence\/large-language-models\/\" style=\"text-transform:uppercase;\" class=\"is-taxonomy-category wp-elements-361e18664420f2745478f0373bcee025 wp-block-tenup-post-primary-term has-text-color has-text-secondary-color has-eyebrow-1-font-size\">\n\t\tLarge Language Models\t<\/a>\n<\/div>\n\n\n<div class=\"has-link-color wp-elements-9b2da9e78c2e95c41dab8b5a7bd89187 wp-block-post-excerpt has-text-color has-text-secondary-color\"><p class=\"wp-block-post-excerpt__excerpt\">A visual tour and from-scratch guide to train GRPO reasoning models in PyTorch <\/p><\/div>\n\n\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-17c695da wp-block-group-is-layout-flex\">\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-7489e3c2 wp-block-group-is-layout-flex\"><div style=\"text-decoration:none;\" class=\"has-link-color wp-elements-405d4e0f55fae1c84a82bd83ba2e27c0 wp-block-post-author-name has-text-color has-blue-gray-color has-caption-1-font-size\"><a href=\"https:\/\/towardsdatascience.com\/author\/neural-avb\/\" target=\"_self\" class=\"wp-block-post-author-name__link\">Avishek Biswas<\/a><\/div>\n\n\n<div class=\"wp-block-group has-text-secondary-color has-text-color has-link-color wp-elements-d0177fb7ba90a51f585a7c4cb4e1df98 is-nowrap is-layout-flex wp-container-core-group-is-layout-a442b01b wp-block-group-is-layout-flex\"><div class=\"has-link-color wp-elements-99a26fa1313fab1f3f25cffcb782a34d wp-block-post-date has-text-color has-text-secondary-color has-caption-1-font-size\"><time datetime=\"2025-07-08T20:59:20-05:00\">Jul 8<\/time><\/div>\n\n\n<div class=\"wp-elements-717bb1e0e8956d465f5b94f3ba248dbf wp-block-tenup-post-time-to-read has-text-color has-text-secondary-color has-caption-1-font-size\">\n\t23 min read<\/div>\n\n\n\n\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n<\/li><\/ul><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Latest Editor\u2019s Picks The Variable Newsletter Deep Dives<\/p>\n","protected":false},"author":3,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"is_member_only":false,"footnotes":""},"coauthors":[24665],"class_list":["post-23","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.2 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Towards Data Science<\/title>\n<meta name=\"description\" content=\"Your home for data science and AI. The world\u2019s leading publication for data science, data analytics, data engineering, machine learning, and artificial intelligence professionals.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/towardsdatascience.com\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Towards Data Science\" \/>\n<meta property=\"og:description\" content=\"Your home for data science and AI. The world\u2019s leading publication for data science, data analytics, data engineering, machine learning, and artificial intelligence professionals.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/towardsdatascience.com\/\" \/>\n<meta property=\"og:site_name\" content=\"Towards Data Science\" \/>\n<meta property=\"article:modified_time\" content=\"2025-06-18T14:50:39+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/02\/default-image.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"675\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:site\" content=\"@TDataScience\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"1 minute\" \/>\n\t<meta name=\"twitter:label2\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data2\" content=\"Fabian K\u00e4gy\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/towardsdatascience.com\/\",\"url\":\"https:\/\/towardsdatascience.com\/\",\"name\":\"Towards Data Science\",\"isPartOf\":{\"@id\":\"https:\/\/towardsdatascience.com\/#website\"},\"datePublished\":\"2024-08-29T10:18:59+00:00\",\"dateModified\":\"2025-06-18T14:50:39+00:00\",\"description\":\"Your home for data science and AI. The world\u2019s leading publication for data science, data analytics, data engineering, machine learning, and artificial intelligence professionals.\",\"breadcrumb\":{\"@id\":\"https:\/\/towardsdatascience.com\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/towardsdatascience.com\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/towardsdatascience.com\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/towardsdatascience.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Homepage\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/towardsdatascience.com\/#website\",\"url\":\"https:\/\/towardsdatascience.com\/\",\"name\":\"Towards Data Science\",\"description\":\"Publish AI, ML &amp; data-science insights to a global community of data professionals.\",\"publisher\":{\"@id\":\"https:\/\/towardsdatascience.com\/#organization\"},\"alternateName\":\"TDS\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/towardsdatascience.com\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/towardsdatascience.com\/#organization\",\"name\":\"Towards Data Science\",\"alternateName\":\"TDS\",\"url\":\"https:\/\/towardsdatascience.com\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/towardsdatascience.com\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/02\/tds-logo.jpg\",\"contentUrl\":\"https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/02\/tds-logo.jpg\",\"width\":696,\"height\":696,\"caption\":\"Towards Data Science\"},\"image\":{\"@id\":\"https:\/\/towardsdatascience.com\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/x.com\/TDataScience\",\"https:\/\/www.youtube.com\/c\/TowardsDataScience\",\"https:\/\/www.linkedin.com\/company\/towards-data-science\/\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Towards Data Science","description":"Your home for data science and AI. The world\u2019s leading publication for data science, data analytics, data engineering, machine learning, and artificial intelligence professionals.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/towardsdatascience.com\/","og_locale":"en_US","og_type":"article","og_title":"Towards Data Science","og_description":"Your home for data science and AI. The world\u2019s leading publication for data science, data analytics, data engineering, machine learning, and artificial intelligence professionals.","og_url":"https:\/\/towardsdatascience.com\/","og_site_name":"Towards Data Science","article_modified_time":"2025-06-18T14:50:39+00:00","og_image":[{"width":1200,"height":675,"url":"https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/02\/default-image.jpg","type":"image\/jpeg"}],"twitter_card":"summary_large_image","twitter_site":"@TDataScience","twitter_misc":{"Est. reading time":"1 minute","Written by":"Fabian K\u00e4gy"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/towardsdatascience.com\/","url":"https:\/\/towardsdatascience.com\/","name":"Towards Data Science","isPartOf":{"@id":"https:\/\/towardsdatascience.com\/#website"},"datePublished":"2024-08-29T10:18:59+00:00","dateModified":"2025-06-18T14:50:39+00:00","description":"Your home for data science and AI. The world\u2019s leading publication for data science, data analytics, data engineering, machine learning, and artificial intelligence professionals.","breadcrumb":{"@id":"https:\/\/towardsdatascience.com\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/towardsdatascience.com\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/towardsdatascience.com\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/towardsdatascience.com\/"},{"@type":"ListItem","position":2,"name":"Homepage"}]},{"@type":"WebSite","@id":"https:\/\/towardsdatascience.com\/#website","url":"https:\/\/towardsdatascience.com\/","name":"Towards Data Science","description":"Publish AI, ML &amp; data-science insights to a global community of data professionals.","publisher":{"@id":"https:\/\/towardsdatascience.com\/#organization"},"alternateName":"TDS","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/towardsdatascience.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/towardsdatascience.com\/#organization","name":"Towards Data Science","alternateName":"TDS","url":"https:\/\/towardsdatascience.com\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/towardsdatascience.com\/#\/schema\/logo\/image\/","url":"https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/02\/tds-logo.jpg","contentUrl":"https:\/\/towardsdatascience.com\/wp-content\/uploads\/2025\/02\/tds-logo.jpg","width":696,"height":696,"caption":"Towards Data Science"},"image":{"@id":"https:\/\/towardsdatascience.com\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/x.com\/TDataScience","https:\/\/www.youtube.com\/c\/TowardsDataScience","https:\/\/www.linkedin.com\/company\/towards-data-science\/"]}]}},"distributor_meta":false,"distributor_terms":false,"distributor_media":false,"distributor_original_site_name":"Towards Data Science","distributor_original_site_url":"https:\/\/towardsdatascience.com","push-errors":false,"_links":{"self":[{"href":"https:\/\/towardsdatascience.com\/wp-json\/wp\/v2\/pages\/23","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/towardsdatascience.com\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/towardsdatascience.com\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/towardsdatascience.com\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/towardsdatascience.com\/wp-json\/wp\/v2\/comments?post=23"}],"version-history":[{"count":0,"href":"https:\/\/towardsdatascience.com\/wp-json\/wp\/v2\/pages\/23\/revisions"}],"wp:attachment":[{"href":"https:\/\/towardsdatascience.com\/wp-json\/wp\/v2\/media?parent=23"}],"wp:term":[{"taxonomy":"author","embeddable":true,"href":"https:\/\/towardsdatascience.com\/wp-json\/wp\/v2\/coauthors?post=23"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}