Learn agentic AI

Watch

• Intro to Large Language Models — Andrej KarpathyVideo
• Agentic AI Overview — StanfordLecture
• Building Effective AgentsVideo
• Building Agents with MCPVideo
• Building and Evaluating AgentsVideo
• Building an Agent from ScratchVideo
• LLMs from ScratchVideo
• Philo Agents — full playlistPlaylist
• Deep Dive into LLMs like ChatGPT — Andrej KarpathyVideo
• Let's build GPT: from scratch — Andrej KarpathyVideo
• Neural Networks: Zero to Hero — Andrej KarpathyPlaylist
• Neural networks — 3Blue1BrownPlaylist
• NIST — Intro to the AI Risk Management Framework (explainer)Security

Build

• Microsoft — AI Agents for BeginnersGitHub
• GenAI Agents — nirdiamantGitHub
• LLM Course — mlabonneGitHub
• Hands-On AI Engineering — Sumanth077GitHub
• Prompt Engineering GuideGitHub
• Hands-On Large Language ModelsGitHub
• Made With MLGitHub
• Awesome Generative AI GuideGitHub
• Designing Machine Learning SystemsGitHub
• Machine Learning for Beginners — MicrosoftGitHub
• Generative AI for Beginners — MicrosoftGitHub
• Anthropic CookbookGitHub
• OpenAI CookbookGitHub
• Hugging Face TransformersGitHub
• LangChainGitHub
• OllamaGitHub
• Google Gemini CookbookGitHub
• OWASP Top 10 for LLM ApplicationsSecurity
• garak — LLM vulnerability scanner (NVIDIA)Security
• PyRIT — AI red-teaming toolkit (Microsoft)Security
• PurpleLlama — trust & safety tooling (Meta)Security
• LLM Guard — input/output firewall (Protect AI)Security
• Awesome ML Security — Trail of BitsSecurity
• Awesome LLM SecuritySecurity

Reference

• Building Effective Agents — AnthropicGuide
• OpenAI's Practical Guide to Building AgentsGuide
• Google's Agent WhitepaperGuide
• Google's Agent CompanionGuide
• Claude Code — Best Agentic Coding PracticesGuide
• Hugging Face — AI Agents Course (free)Course
• Anthropic — Prompt Engineering (docs)Docs
• Model Context Protocol — IntroductionDocs
• OpenAI — Prompt Engineering (docs)Docs
• DeepLearning.AI — Short CoursesCourse
• OWASP GenAI Security ProjectSecurity
• OWASP Top 10 for LLM Applications (2025)Security
• NIST — AI Risk Management FrameworkStandard
• NIST — Cybersecurity Framework 2.0Standard
• MITRE ATLAS — adversarial ML threat matrixSecurity
• Google — Secure AI Framework (SAIF)Security
• EU AI Act — regulatory frameworkRegulation
• Microsoft — Responsible AIGovernance
• Cloud Security Alliance — AI safetySecurity

Read

• Building a Large Language Model (From Scratch)Book
• Understanding Deep Learning — freeBook
• The LLM Engineering HandbookBook
• AI Agents: The Definitive Guide — Nicole KoenigsteinBook
• Building Applications with AI Agents — Michael AlbadaBook
• AI Agents with MCP — Kyle StratisBook
• Dive into Deep Learning — freeBook
• The Little Book of Deep Learning — Fleuret, freeBook
• Neural Networks and Deep Learning — Nielsen, freeBook
• Speech and Language Processing — Jurafsky & Martin, freeBook
• AI Engineering — Chip HuyenBook
• Hands-On Large Language Models — Alammar & GrootendorstBook
• The Developer's Playbook for LLM Security — Steve WilsonSecurity
• Adversarial AI: Attacks, Mitigations & Defense Strategies — John SotiropoulosSecurity