Machine Learning Pills
David Andrés, Muhammad AnasWeekly pill-sized articles on key Machine Learning and AI concepts.
| Platform |  | Pricing | Freemium | Publishes | Weekly |
|---|---|---|---|---|---|
| Issues | 149 | Subscribers | Read | mlpills.substack.com |
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Latest Issues
Recent posts by this newsletter. Browse the email archive.
MLPills - Year in Review 2025
If we had to summarize 2025 in one sentence, it would be: The year we moved from “Prompts” to “Systems.”
Issue #116 - Introduction to Vector Search
For decades, search engines operated on a simple premise: exact matching. If you searched for “car troubleshooting,” the engine looked for documents containing the distinct string of characters “c-a-r.”
Issue #115 - Reranking in your RAG pipeline
If you are building an AI application today, you are likely using RAG (Retrieval-Augmented Generation). It is the standard architecture for giving Large Language Models (LLMs) access to private data—your PDFs, company wikis, or databases.Ho...
Issue #114 - The Landscape of Time Series Forecasting
Time series analysis involves examining a sequence of data points collected over time to uncover hidden patterns. By analyzing historical data, we can identify underlying components such as long-term trends, repeating seasonal cycles, and r...
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Authors
The writers behind this newsletter.
\ud83d\udcbc Data Scientist • \ud83d\udc0d Python enthusiast
random drops multiple times a week to keep you up to date with the field
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