A collection of the code I have written for my YouTube tutorials.

Amazon Bedrock Agentcore accelerates AI agents into production with the scale, reliability, and security, critical to real-world deployment.

AWS AgentCore Lab

Amazon Bedrock AgentCore – Multi Framework Examples

Agentic AI crash course using langgraph framework

所有小初高、大学PDF教材。

The official Python library for the OpenAI API

📜 A Cheat-Sheet Collection from the WWW

主要记录大语言大模型（LLMs） 算法（应用）工程师相关的知识及面试题

Code Repository for Machine Learning with PyTorch and Scikit-Learn

深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI

Public runnable examples of using John Snow Labs' NLP for Apache Spark.

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

The fastai book, published as Jupyter Notebooks

全网最全人工智能学习资料，包含机器学习基础ML、深度学习基础DL、计算机视觉CV、自然语言处理NLP、推荐系统、语音识别、图神经网路、算法工程师面试题，AI产品，AI工具，prompt使用

Machine Learning FAQ

PyTorch experiments, demos and tutorials

总结梳理自然语言处理工程师(NLP)需要积累的各方面知识，包括面试题，各种基础知识，工程能力等等，提升核心竞争力

Get started with Machine Learning with Python - An introduction with Python programming examples

Pyspark RDD, DataFrame and Dataset Examples in Python language

A quick reminder of all SQL queries and examples on how to use them.

Comprehensive Python Cheatsheet

XGBoost + Optuna