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Python Data Science Handbook: full text in Jupyter Notebooks
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
Data Engineering Zoomcamp is a free 9-week course on building production-ready data pipelines. The next cohort starts in January 2026. Join the course here 👇🏼
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
Neural Networks: Zero to Hero
Official code repo for the O'Reilly Book - "Hands-On Large Language Models"
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filte…
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
Free MLOps course from DataTalks.Club
Learn ML engineering for free in 4 months! Register here 👇🏼
Foundational Models for State-of-the-Art Speech and Text Translation
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
Jupyter notebooks for the Natural Language Processing with Transformers book
LLM Zoomcamp - a free online course about real-life applications of LLMs. In 10 weeks you will learn how to build an AI system that answers questions about your knowledge base.
Lectures on scientific computing with python, as IPython notebooks.
Up-to-date version of labs for ISLP
Course Materials for Analytics in Stock Markets Zoomcamp
Notebook to download machine learning flashcards
Production Data Science: a workflow for collaborative data science aimed at production
Chat with your own data - LLM+RAG workshop
Summary of each chapter of the book- Introduction of Statistical Learning (ISL), along with Python code & data.
Code for the "Build Your Own Search Engine" workshop
Code for the Data Engineering Zoomcamp
Mapping Informal Settlements in Colombia using Machine Learning
From RAG to Agents: Building Smart AI Assistants