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A Jupyter notebook collection of from-scratch ML algorithm implementations and interview prep for machine learning engineer roles.

learning-resources ml-framework

anthropics / claude-cookbooks

A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.

llm-tooling learning-resources

xiaolai / the-craft-of-selfteaching

One has no future if one couldn't teach themself.

learning-resources books education

karpathy / nn-zero-to-hero

Neural Networks: Zero to Hero

learning-resources ml-framework education

anthropics / prompt-eng-interactive-tutorial

Anthropic's Interactive Prompt Engineering Tutorial

learning-resources llm-tooling

mrdbourke / zero-to-mastery-ml

All course materials for the Zero to Mastery Machine Learning and Data Science course.

learning-resources ml-framework data-science

jakevdp / PythonDataScienceHandbook

Python Data Science Handbook: full text in Jupyter Notebooks

data-science learning-resources books

HandsOnLLM / Hands-On-Large-Language-Models

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

learning-resources llm-tooling books

NirDiamant / GenAI_Agents

50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.

ai-agents learning-resources llm-tooling

NirDiamant / RAG_Techniques

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.

llm-tooling learning-resources semantic-search

openai / openai-cookbook

Examples and guides for using the OpenAI API

learning-resources llm-tooling

stefan-jansen / machine-learning-for-trading

Code for Machine Learning for Trading, 3rd edition — from data sourcing to live execution.

learning-resources data-science finance

mrdbourke / pytorch-deep-learning

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

learning-resources ml-framework

ed-donner / llm_engineering

Repo to accompany my mastering LLM engineering course

learning-resources llm-app

chiphuyen / aie-book

[WIP] Resources for AI engineers. Also contains supporting materials for the book AI Engineering (Chip Huyen, 2025)

learning-resources books llm-tooling

ed-donner / agents

Repo for the Complete Agentic AI Engineering Course

ai-agents learning-resources education

langchain-ai / rag-from-scratch

Jupyter notebooks and a video playlist that teach retrieval augmented generation (RAG) step by step, from indexing to generation.

learning-resources llm-tooling

jpmorganchase / python-training

Python training for business analysts and traders

learning-resources education data-science

google-gemini / cookbook

Examples and guides for using the Gemini API

learning-resources llm-tooling

ageron / handson-ml3

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

learning-resources ml-framework data-science

guipsamora / pandas_exercises

Practice your pandas skills!

learning-resources data-science

fastai / fastbook

The fastai book, published as Jupyter Notebooks

learning-resources books ml-framework

GoogleCloudPlatform / generative-ai

Sample code and notebooks for Generative AI on Google Cloud, with Gemini platform

learning-resources llm-tooling ai-media

greyhatguy007 / Machine-Learning-Specialization-Coursera

Contains Solutions and Notes for the Machine Learning Specialization By Stanford University and Deeplearning.ai - Coursera (2022) by Prof. Andrew NG

learning-resources ml-framework

udlbook / udlbook

Understanding Deep Learning - Simon J.D. Prince

learning-resources books ml-framework

ageron / handson-mlp

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, PyTorch, and Hugging Face libraries.

learning-resources ml-framework data-science