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

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

12 Lessons to Get Started Building AI Agents

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

The fastai book, published as Jupyter Notebooks

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

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

Anthropic's educational courses

A collection of various deep learning architectures, models, and tips

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

A hands-on introduction to video technology: image, video, codec (av1, vp9, h265) and more (ffmpeg encoding). Translations: 🇺🇸 🇨🇳 🇯🇵 🇮🇹 🇰🇷 🇷🇺 🇧🇷 🇪🇸

llama3 implementation one matrix multiplication at a time

This repository delivers end-to-end, code-first tutorials covering every layer of production-grade GenAI agents, guiding you from spark to scale with proven patterns and reusable blueprints for re…

Companion webpage to the book "Mathematics For Machine Learning"

Python training for business analysts and traders

Python toolkit for quantitative finance

Understanding Deep Learning - Simon J.D. Prince

Lab Materials for MIT 6.S191: Introduction to Deep Learning

"Probabilistic Machine Learning" - a book series by Kevin Murphy

A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.

Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep N…

Segment Anything in Medical Images

Practice and tutorial-style notebooks covering wide variety of machine learning techniques

This repository contains various advanced techniques for Retrieval-Augmented Generation (RAG) systems.

Code Repository for The Kaggle Book, Published by Packt Publishing

Python interactive dashboards for learning data science

Exercise notebooks for Machine Learning modules on Microsoft Learn

Collection of notebook guides created by the Brev.dev team!