Python

AI Engineering Academy is a structured learning platform offering curated educational content and hands-on projects for mastering applied AI concepts...

This repository is the official code companion to a Manning book that teaches how to build a reasoning LLM from scratch using PyTorch, starting with...

A collection of 18 reinforcement learning algorithms implemented from scratch in Jupyter Notebooks, designed explicitly for educational understanding...

A 10-week, 20-lesson structured curriculum for learning data science from Microsoft Cloud Advocates, featuring Jupyter Notebooks with quizzes,...

A comprehensive educational notebook collection covering deep learning fundamentals (PyTorch, computer vision, NLP) and advanced topics (large...

A Microsoft-authored open-source curriculum teaching Model Context Protocol (MCP) fundamentals through practical, cross-language examples in .NET,...

A curated collection of executable Python notebooks and sample applications demonstrating Elasticsearch as a vector database for AI-powered search,...

A structured educational course teaching how to build production-ready AI assistants combining LLMs, RAG (Retrieval-Augmented Generation), and...

An interactive 12-chapter textbook that teaches how to build a modern LLM (GPT/LLaMA-style) from scratch using 7,500+ lines of fully commented code....

This repository contains solutions, notes, and Jupyter notebooks for Andrew Ng's Machine Learning Specialization on Coursera (2022 edition). It...

fastai is a high-level deep learning library built on PyTorch that provides both practitioner-friendly APIs for rapid model development and low-level...

This repository is a curated collection of 42+ runnable Jupyter notebooks demonstrating advanced RAG (Retrieval-Augmented Generation) techniques,...

H2O is a distributed, in-memory machine learning platform offering implementations of classical and modern algorithms (GLM, GBM, XGBoost, Random...

A comprehensive educational repository containing 50+ tutorials and implementations for building generative AI agents, from simple conversational...

ML-For-Beginners is a structured 12-week, 26-lesson curriculum by Microsoft that teaches classic (pre-deep-learning) machine learning concepts using...

A comprehensive tutorial collection for building production-grade GenAI agents, covering the full pipeline from prototyping to enterprise deployment...

This is a comprehensive educational collection of 22 hands-on prompt engineering tutorials in Jupyter Notebook format, covering techniques from basic...

imodels is a Python package for building interpretable machine learning models using rule-based and tree-based approaches, all compatible with...

Mito is a set of JupyterLab extensions designed to accelerate data science workflows through an interactive spreadsheet interface, AI-powered chat...

A curated collection of Jupyter Notebooks and sample applications demonstrating Pinecone vector database usage, AI patterns, and semantic search...

A Jupyter Notebook-based companion repository to the book 'Build a Large Language Model (From Scratch)' by Sebastian Raschka, walking readers through...

tsai is a specialized deep learning library for time series analysis built on PyTorch and fastai, offering state-of-the-art models for...

nbdev is a notebook-driven development platform that transforms Jupyter Notebooks into production-ready Python packages with automatically generated...

This is an educational repository providing Jupyter notebooks and materials to learn Python, data science, and machine learning from foundational...

This is a comprehensive educational resource for interview preparation targeting FAANG companies, covering data structures, algorithms, and technical...

This is an official Google Cloud Platform repository containing Python code samples and documentation snippets for GCP services. It serves as the...

An integrated AI-powered quantitative trading platform supporting Chinese stock markets, offering end-to-end coverage from educational materials...

Virgilio is an open-source educational mentorship platform designed to guide beginners through Data Science learning with structured pathways and...

This repository provides an advanced RAG (Retrieval-Augmented Generation) solution using a deterministic graph-based agent to answer complex...

Made With ML is a comprehensive educational course and resource repository teaching developers how to build, deploy, and iterate on production-grade...