一套面向 Python 开发者的 AI 智能体（Agent）自学教程。围绕斯坦福大学 Stanford CS329Z 的公开材料，用中文讲解如何构建、评测和改进 Agent：从大语言模型、RAG、工具调用，到记忆、多 Agent 协作和安全防护。 Chinese study guide for Stanford CS329Z: Engineering AI Agents. Includes 19 ...

Python 是许多 AI、计算机视觉、机器人学习和 World Model 项目的主要编程语言。研究代码中的 train.py、dataset.py、model.py、config.py，通常都建立在 Python 的变量、函数、模块、类、异常和数据结构之上。 本篇的目标不是让你背完 Python 语言，而是建立一条能通向科研 ...

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Learn Python first, build machine learning fundamentals next, and explore Generative AI through practical projects. Follow a 12-week roadmap with free resources to develop useful AI skills confidently ...

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Learn how to use machine learning on SQL to run Python and R on relational data, both on-premises and in the cloud. Tutorials, code examples, installation guides, and other documentation show you how ...

Build a crypto price model in Python: pull data with yfinance, engineer features, split by date, then test Linear Regression ...

When should I teach my junior lab members how to use AI for programming? Recently, having taken on the role of a mentor, I ...

Researchers at San Diego State University have developed a software tool called CodeJeNN that automatically converts neural ...

Docker tutorial for 2026: build a multi-stage, non-root Flask image in 12 steps, scan it, lock down the runtime and push it ...