Machine Learning Pills
David Andrés, Nino RisteskiWeekly pill-sized articles on key AI, Machine Learning and Data Science concepts.
| Platform |  | Pricing | Freemium | Publishes | Weekly |
|---|---|---|---|---|---|
| Issues | 172 | Subscribers | Read | mlpills.substack.com |
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Latest Issues
Recent posts by this newsletter. Browse the email archive.
Issue #128 - Structured LLM Outputs with Pydantic
When you call an LLM, you get back text. That’s great for chat, but terrible for pipelines. The moment you need to feed the model’s output into another system — a database, a dashboard, a downstream agent — you need structure. Regex parsing...
Issue #127 - Beyond the Vanilla RNN: Why We Needed LSTM and GRU
Last time, we introduced Recurrent Neural Networks, the first architecture that gave neural networks a sense of time. Unlike feedforward networks that treat every input independently, RNNs process sequences step by step, passing a hidden st...
Extra #8 - Python Dictionaries vs. MongoDB Documents
Welcome back to the newsletter! In our last full edition, we explored how NoSQL databases like MongoDB handle data, and we even used Python to insert and retrieve records. If you paid close attention to the code, you might have noticed some...
Issue #126 - What is NoSQL?
If you’ve spent any time around software development or data engineering recently, you’ve likely heard the buzz around NoSQL. But what exactly is it? Why do we need it when traditional SQL databases have worked for decades? And how do you a...
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Authors
The writers behind this newsletter.
\ud83d\udcbc Senior AI Engineer / Data Scientist • \ud83d\udc0d Python enthusiast
Founding ML Engineer. I have a worklog where i share my progress on work, research, ideas, building startup and family.
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