Parul Pandey, Author at Towards Data Science https://towardsdatascience.com Publish AI, ML & data-science insights to a global community of data professionals. Thu, 29 May 2025 14:20:57 +0000 en-US hourly 1 https://wordpress.org/?v=6.8.1 https://towardsdatascience.com/wp-content/uploads/2025/02/cropped-Favicon-32x32.png Parul Pandey, Author at Towards Data Science https://towardsdatascience.com 32 32 Build Your Own AI Coding Assistant in JupyterLab with Ollama and Hugging Face https://towardsdatascience.com/build-your-own-ai-coding-assistant-in-jupyterlab-with-ollama-and-hugging-face/ Mon, 24 Mar 2025 19:04:48 +0000 https://towardsdatascience.com/?p=605214 A step-by-step guide to creating a local coding assistant without sending your data to the cloud

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]]> Can Recommendations from LLMs Be Manipulated to Enhance a Product’s Visibility? https://towardsdatascience.com/can-recommendations-from-llms-be-manipulated-to-enhance-a-products-visibility-64c64fa9cd24/ Mon, 29 Apr 2024 15:25:17 +0000 https://towardsdatascience.com/can-recommendations-from-llms-be-manipulated-to-enhance-a-products-visibility-64c64fa9cd24/ Impact of Large Language Models on E-Commerce

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]]> Visual Guides to understand the basics of Large Language Models https://towardsdatascience.com/visual-guides-to-understand-the-basics-of-large-language-models-0715701bdd20/ Sat, 06 Jan 2024 19:13:23 +0000 https://towardsdatascience.com/visual-guides-to-understand-the-basics-of-large-language-models-0715701bdd20/ A compilation of tools and articles that intuitively break down the complicated AI concepts

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]]> Bridging Domains: Infusing Financial, Privacy, and Software Best Practices into ML Risk Management https://towardsdatascience.com/bridging-domains-infusing-financial-privacy-and-software-best-practices-into-ml-risk-management-3de1fa1e6dd2/ Tue, 10 Oct 2023 15:44:58 +0000 https://towardsdatascience.com/bridging-domains-infusing-financial-privacy-and-software-best-practices-into-ml-risk-management-3de1fa1e6dd2/ Responsible AI Understanding strategies that go beyond traditional Model Risk Management "Aviation laws were written in blood. Let’s not reproduce that methodology with AI" – Siméon Campos In 2018, Bloomberg’s story "Zillow’s Algorithm-Fueled Buying Spree Doomed Its Home-Flipping Experiment" made quite a headline. It outlined Zillow’s daring entry into the iBuying world, betting on its […]

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]]> A Close Look at Colab’s new updates and enhancements https://towardsdatascience.com/a-close-look-at-colabs-new-updates-and-enhancements-f1225fd5d504/ Tue, 03 Oct 2023 16:39:20 +0000 https://towardsdatascience.com/a-close-look-at-colabs-new-updates-and-enhancements-f1225fd5d504/ Making the most of Google Colab notebooks

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]]> Organizational Processes for Machine Learning Risk Management https://towardsdatascience.com/organizational-processes-for-machine-learning-risk-management-14f4444dd07f/ Sat, 23 Sep 2023 07:43:15 +0000 https://towardsdatascience.com/organizational-processes-for-machine-learning-risk-management-14f4444dd07f/ Organizational processes are a key nontechnical determinant of reliability in ML systems.

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]]> Cultural Competencies for Machine Learning Risk Management https://towardsdatascience.com/cultural-competencies-for-machine-learning-risk-management-c38616c2ccdf/ Fri, 15 Sep 2023 20:14:11 +0000 https://towardsdatascience.com/cultural-competencies-for-machine-learning-risk-management-c38616c2ccdf/ An organization's culture is an essential aspect of responsible AI.

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]]> Cultural Competencies for Machine Learning Risk Management https://towardsdatascience.com/cultural-competencies-for-machine-learning-risk-management-c38616c2ccdf-2/ Fri, 15 Sep 2023 20:14:11 +0000 https://towardsdatascience.com/cultural-competencies-for-machine-learning-risk-management-c38616c2ccdf-2/ An organization's culture is an essential aspect of responsible AI.

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]]> Simplifying subplots creation in Matplotlib https://towardsdatascience.com/simplifying-subplots-creation-in-matplotlib-3f6efce356b9/ Tue, 23 May 2023 14:00:37 +0000 https://towardsdatascience.com/simplifying-subplots-creation-in-matplotlib-3f6efce356b9/ Infusing Mosaic Magic into Your Plots

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]]> Exploring the Vulnerability of Language Models to Poisoning Attacks https://towardsdatascience.com/exploring-the-vulnerability-of-language-models-to-poisoning-attacks-d6d03bcc5ecb/ Wed, 10 May 2023 19:55:50 +0000 https://towardsdatascience.com/exploring-the-vulnerability-of-language-models-to-poisoning-attacks-d6d03bcc5ecb/ Can the strengths of Language Models be turned into their weaknesses?

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]]> Writing a book on NLP is a bit like solving a complex data science project https://towardsdatascience.com/writing-a-book-on-nlp-is-a-bit-like-solving-a-complex-data-science-project-c0848f975ca/ Mon, 06 Feb 2023 12:15:11 +0000 https://towardsdatascience.com/writing-a-book-on-nlp-is-a-bit-like-solving-a-complex-data-science-project-c0848f975ca/ An interview with Lewis Tunstall, co-author of the book- Natural Language Processing with Transformers

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]]> Publishing Is Powerful as It Serves as a Catalyst for Scope and Writing Decisions https://towardsdatascience.com/publishing-is-powerful-as-it-serves-as-a-catalyst-for-scope-and-writing-decisions-713306e8a0d/ Mon, 21 Mar 2022 07:14:59 +0000 https://towardsdatascience.com/publishing-is-powerful-as-it-serves-as-a-catalyst-for-scope-and-writing-decisions-713306e8a0d/ An interview with Christoph Molnar, author of the book- Interpretable Machine Learning

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]]> Visualizing Decision Trees with Pybaobabdt https://towardsdatascience.com/visualizing-decision-trees-with-pybaobabdt-f8eb5b3d0d17/ Tue, 14 Dec 2021 14:00:17 +0000 https://towardsdatascience.com/visualizing-decision-trees-with-pybaobabdt-f8eb5b3d0d17/ An open-source package for decision tree visualization and model interpretation

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]]> You do not become better by employing fancy techniques but by working on the fundamentals https://towardsdatascience.com/you-do-not-become-better-by-employing-fancy-techniques-but-by-working-on-the-fundamentals-17d5c471c69c/ Wed, 17 Nov 2021 13:10:24 +0000 https://towardsdatascience.com/you-do-not-become-better-by-employing-fancy-techniques-but-by-working-on-the-fundamentals-17d5c471c69c/ An interview with Radek Osmulski, author of the book- Meta Learning: How To Learn Deep Learning And Thrive In The Digital World

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]]> Interactive Geographical maps with GeoPandas https://towardsdatascience.com/interactive-geographical-maps-with-geopandas-4586a9d7cc10/ Wed, 10 Nov 2021 13:39:15 +0000 https://towardsdatascience.com/interactive-geographical-maps-with-geopandas-4586a9d7cc10/ Explore the geospatial data with interactive visualizations

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]]> My favorite tools for managing, organizing, and reading research papers https://towardsdatascience.com/my-favorite-tools-for-managing-organizing-and-reading-research-papers-56525083b827/ Fri, 29 Oct 2021 14:06:38 +0000 https://towardsdatascience.com/my-favorite-tools-for-managing-organizing-and-reading-research-papers-56525083b827/ So that you do not get lost in the sea of papers.

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]]> Don’t just take notes – turn them into articles and share them with others https://towardsdatascience.com/dont-just-take-notes-turn-them-into-articles-and-share-them-with-others-72aa43b83e29/ Tue, 26 Oct 2021 14:43:44 +0000 https://towardsdatascience.com/dont-just-take-notes-turn-them-into-articles-and-share-them-with-others-72aa43b83e29/ An interview with Alexey Grigorev, author of the book- Machine Learning Bookcamp.

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]]> Render Interactive plots with Matplotlib https://towardsdatascience.com/render-interactive-plots-with-matplotlib-2cf0918d89c9/ Wed, 29 Sep 2021 15:46:07 +0000 https://towardsdatascience.com/render-interactive-plots-with-matplotlib-2cf0918d89c9/ A look into matplotlib backends that enable interactivity

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]]> Analysis of the emotion data – a dataset for emotion recognition tasks. https://towardsdatascience.com/analysis-of-the-emotion-data-a-dataset-for-emotion-recognition-tasks-6b8c9a5dfe57/ Thu, 16 Sep 2021 14:31:18 +0000 https://towardsdatascience.com/analysis-of-the-emotion-data-a-dataset-for-emotion-recognition-tasks-6b8c9a5dfe57/ A dataset containing tweets exhibiting six different emotions.

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]]> Reviewing the TensorFlow Decision Forests library https://towardsdatascience.com/reviewing-the-tensorflow-decision-forests-library-1ecf50ae00c3/ Wed, 08 Sep 2021 21:40:58 +0000 https://towardsdatascience.com/reviewing-the-tensorflow-decision-forests-library-1ecf50ae00c3/ A library to build tree-based models with Tensorflow and Keras

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