Python Machine Learning – A Crash Course

In plain words

Python Machine Learning – A Crash Course is an educational resource for learning machine learning fundamentals using Python. It is designed for beginners and intermediate developers who want to understand machine learning concepts and implementation. The course material is hosted on GitHub, making it freely accessible and community-driven. It provides practical, hands-on instruction in machine learning techniques through Python programming.

written from the facts on this page · September 2026

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  Hi HN: I published part one of my free NLP course. The course is intended to help anyone who knows Python and a bit of math go from the very basics all the way to today's mainstream models and frameworks. I strive to balance theory and practice and so every module consists of detailed explanations and slides along with a Colab notebook (in most modules) putting the theory into practice. In part one, we cover text preprocessing, how to turn text into numbers, and multiple ways to classify and search text using "classical" approaches. And along the way, we'll pick up useful bits on how to use…

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  Natural Language Processing Demystified2022 · ▲286

  Link: https://www.nlpdemystified.org/ Hi HN: After a year of work, I've published my free NLP course. The course helps anyone who knows Python and a bit of math go from the basics to today's mainstream models and frameworks. I strive to balance theory and practice, so every module consists of detailed explanations and slides along with a Colab notebook putting the ideas into practice (in most modules). The notebooks cover how to accomplish everyday NLP tasks including extracting key information, document search, text similarity, text classification, finding topics in…

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