Python - 100天从新手到大师

21 Lessons, Get Started Building with Generative AI

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

12 Lessons to Get Started Building AI Agents

Learn how to design, develop, deploy and iterate on production-grade ML applications.

This is a repo with links to everything you'd ever want to learn about data engineering

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 👇🏼

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

Official code repo for the O'Reilly Book - "Hands-On Large Language Models"

This repository provides tutorials and implementations for various Generative AI Agent techniques, from basic to advanced. It serves as a comprehensive guide for building intelligent, interactive A…

💿 Free software that works great, and also happens to be open-source Python.

Companion webpage to the book "Mathematics For Machine Learning"

Natural Language Processing Tutorial for Deep Learning Researchers

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

Free MLOps course from DataTalks.Club

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

Repo for the Deep Reinforcement Learning Nanodegree program

Bonus materials, exercises, and example projects for our Python tutorials

The "Python Machine Learning (3rd edition)" book code repository

Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science

Probabilistic reasoning and statistical analysis in TensorFlow

Repo for the Complete Agentic AI Engineering Course

🚀 Curated collection of Amazing Python scripts from Basics to Advance with automation task scripts.

🦖 𝗟𝗲𝗮𝗿𝗻 about 𝗟𝗟𝗠𝘀, 𝗟𝗟𝗠𝗢𝗽𝘀, and 𝘃𝗲𝗰𝘁𝗼𝗿 𝗗𝗕𝘀 for free by designing, training, and deploying a real-time financial advisor LLM system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 𝘷𝘪𝘥𝘦𝘰 & 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴

Learn how to design, develop, deploy and iterate on production-grade ML applications.

Code repository for O'Reilly book

MLOps examples

Source code accompanying book: Data Science on the Google Cloud Platform, Valliappa Lakshmanan, O'Reilly 2017