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 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

Examples and guides for using the OpenAI API

Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs,…

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

12 Weeks, 24 Lessons, AI for All!

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

🔊 Text-Prompted Generative Audio Model

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 👇🏼

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

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

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 ;)

《开源大模型食用指南》针对中国宝宝量身打造的基于Linux环境快速微调（全参数/Lora）、部署国内外开源大模型（LLM）/多模态大模型（MLLM）教程

In-depth tutorials on LLMs, RAGs and real-world AI agent applications.

A simple screen parsing tool towards pure vision based GUI agent

Python programs, usually short, of considerable difficulty, to perfect particular skills.

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

A guidance language for controlling large language models.

《统计学习方法》的代码实现

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

《动手学大模型Dive into LLMs》系列编程实践教程

Get started with building Fullstack Agents using Gemini 2.5 and LangGraph

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

Examples and guides for using the Gemini API

📡 Simple and ready-to-use tutorials for TensorFlow

stable diffusion webui colab

Your new Mentor for Data Science E-Learning.