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21 Lessons, Get Started Building with Generative AI
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
Examples and guides for using the OpenAI API
12 Lessons to Get Started Building AI Agents
Python Data Science Handbook: full text in Jupyter Notebooks
Learn how to develop, deploy and iterate on production-grade ML applications.
12 Weeks, 24 Lessons, AI for All!
This is a repo with links to everything you'd ever want to learn about data engineering
10 Weeks, 20 Lessons, Data Science for All!
Anthropic's Interactive Prompt Engineering Tutorial
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 ;)
Official code repo for the O'Reilly Book - "Hands-On Large Language Models"
A simple screen parsing tool towards pure vision based GUI agent
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…
12 Weeks, 24 Lessons, IoT for All!
Sample code and notebooks for Generative AI on Google Cloud, with Gemini on Vertex AI
A hands-on introduction to video technology: image, video, codec (av1, vp9, h265) and more (ffmpeg encoding). Translations: 🇺🇸 🇨🇳 🇯🇵 🇮🇹 🇰🇷 🇷🇺 🇧🇷 🇪🇸
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
Understanding Deep Learning - Simon J.D. Prince
Code samples used on cloud.google.com
Visualizations for machine learning datasets
The Udacity open source self-driving car project
Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.
A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.
Probabilistic reasoning and statistical analysis in TensorFlow
A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
Implementation of 17+ agentic architectures designed for practical use across different stages of AI system development.
Implementing a Neural Network from Scratch