Machine Learning | Towards Data Science https://towardsdatascience.com/tag/machine-learning/ Publish AI, ML & data-science insights to a global community of data professionals. Mon, 14 Jul 2025 23:44:33 +0000 en-US hourly 1 https://wordpress.org/?v=6.8.1 https://towardsdatascience.com/wp-content/uploads/2025/02/cropped-Favicon-32x32.png Machine Learning | Towards Data Science https://towardsdatascience.com/tag/machine-learning/ 32 32 Topic Model Labelling with LLMs https://towardsdatascience.com/topic-model-labelling-with-llms/ Mon, 14 Jul 2025 23:44:18 +0000 https://towardsdatascience.com/?p=606581 Python tutorial for reproducible labeling of cutting-edge topic models with GPT4-o-mini.

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]]> There and Back Again: An AI Career Journey https://towardsdatascience.com/there-and-back-again-an-ai-career-journey/ Mon, 14 Jul 2025 22:31:01 +0000 https://towardsdatascience.com/?p=606579 A full circle moment 30 years in the making

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]]> Simple Guide to Multi-Armed Bandits: A Key Concept Before Reinforcement Learning https://towardsdatascience.com/simple-guide-to-multi-armed-bandits-a-key-concept-before-reinforcement-learning/ Mon, 14 Jul 2025 19:18:37 +0000 https://towardsdatascience.com/?p=606572 How AI learns to make better decisions and why you should care about exploration vs. exploitation

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]]> Let AI Tune Your Voice Assistant https://towardsdatascience.com/let-ai-tune-your-voice-assistant/ Mon, 14 Jul 2025 16:57:11 +0000 https://towardsdatascience.com/?p=606566 A practical guide to automating prompt engineering for voice assistants

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]]> Are You Being Unfair to LLMs? https://towardsdatascience.com/are-you-being-unfair-to-llms/ Fri, 11 Jul 2025 18:40:50 +0000 https://towardsdatascience.com/?p=606563 They may deserve better.

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]]> Reducing Time to Value for Data Science Projects: Part 3 https://towardsdatascience.com/reducing-time-to-value-for-data-science-projects-part-3/ Thu, 10 Jul 2025 19:21:40 +0000 https://towardsdatascience.com/?p=606550 Setting up a robust experimentation process

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]]> The Crucial Role of NUMA Awareness in High-Performance Deep Learning https://towardsdatascience.com/the-crucial-role-of-numa-awareness-in-high-performance-deep-learning/ Thu, 10 Jul 2025 05:18:59 +0000 https://towardsdatascience.com/?p=606544 PyTorch model performance analysis and optimization — Part 10

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]]> Recap of all types of LLM Agents https://towardsdatascience.com/recap-of-all-types-of-llm-agents/ Wed, 09 Jul 2025 19:26:24 +0000 https://towardsdatascience.com/?p=606540 Regular, ReAct, Chain-of-Thought, Reflexion, ToT, GoT, PoT

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]]> Time Series Forecasting Made Simple (Part 3.1): STL Decomposition https://towardsdatascience.com/time-series-forecasting-made-simple-part-3-1-stl-decomposition-understanding-initial-trend-and-seasonality-prior-to-loess-smoothing/ Wed, 09 Jul 2025 19:06:11 +0000 https://towardsdatascience.com/?p=606534 STL Decomposition excels when seasonal patterns evolve over time.

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]]> Build Interactive Machine Learning Apps with Gradio https://towardsdatascience.com/build-interactive-machine-learning-apps-with-gradio/ Tue, 08 Jul 2025 18:43:21 +0000 https://towardsdatascience.com/?p=606526 Create a fun text-to-speech demo in minutes

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]]> Microsoft’s Revolutionary Diagnostic Medical AI, Explained https://towardsdatascience.com/microsofts-revolutionary-diagnostic-medical-ai-explained/ Tue, 08 Jul 2025 17:40:58 +0000 https://towardsdatascience.com/?p=606524 Microsoft's latest paper discusses a path to medical superintelligence. How close are we, really?

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]]> The Five-Second Fingerprint: Inside Shazam’s Instant Song ID https://towardsdatascience.com/the-five-second-fingerprint-inside-shazams-instant-song-id/ Tue, 08 Jul 2025 01:35:00 +0000 https://towardsdatascience.com/?p=606516 How Shazam recognizes songs in seconds

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]]> Your Personal Analytics Toolbox https://towardsdatascience.com/your-personal-analytics-toolbox/ Mon, 07 Jul 2025 22:30:31 +0000 https://towardsdatascience.com/?p=606514 Leveraging MCP for automating your daily routine

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]]> June Must-Reads: AI Agents, Dashboards, and More https://towardsdatascience.com/june-must-reads-ai-agents-dashboards-and-more/ Thu, 03 Jul 2025 11:00:00 +0000 https://towardsdatascience.com/?p=606559 A selection of our most-read and -shared articles of the past month.

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]]> Taking ResNet to the Next Level https://towardsdatascience.com/taking-resnet-to-the-next-level/ Thu, 03 Jul 2025 04:11:06 +0000 https://towardsdatascience.com/?p=606487 Understanding how ResNeXt improves upon ResNet, with a comprehensive PyTorch implementation guide

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]]> How to Maximize Technical Events — NVIDIA GTC Paris 2025 https://towardsdatascience.com/how-to-maximize-technical-events-nvidia-gtc-paris-2025/ Wed, 02 Jul 2025 16:03:48 +0000 https://towardsdatascience.com/?p=606477 Learn about my experience at NVIDIA GTC Paris 25, and how you can get the most out of similar technical events

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]]> STOP Building Useless ML Projects – What Actually Works https://towardsdatascience.com/stop-building-useless-ml-projects-what-actually-works/ Tue, 01 Jul 2025 18:31:08 +0000 https://towardsdatascience.com/?p=606473 How to find machine learning projects that will get you hired.

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]]> Revisiting Benchmarking of Tabular Reinforcement Learning Methods https://towardsdatascience.com/revisiting-benchmarking-of-tabular-reinforcement-learning-methods/ Tue, 01 Jul 2025 16:31:19 +0000 https://towardsdatascience.com/?p=606467 Introducing a modular framework and improving model performance.

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]]> Prescriptive Modeling Makes Causal Bets – Whether You Know it or Not! https://towardsdatascience.com/prescriptive-modeling-makes-causal-bets-whether-you-know-it-or-not/ Mon, 30 Jun 2025 20:26:39 +0000 https://towardsdatascience.com/?p=606465 An explanation of the causal assumption implicit in prescriptive modeling and how to satisfy it.

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]]> Lessons Learned After 6.5 Years Of Machine Learning https://towardsdatascience.com/lessons-learned-after-6-5-years-of-machine-learning/ Mon, 30 Jun 2025 18:04:32 +0000 https://towardsdatascience.com/?p=606461 Deep work, trends, data, and research

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