Claude Code beginner's tutorial
Peter Yang · coding agents, claude code, coding, developer tools
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Search across educators, skills, and resources.
Use this when you know the topic you need: Claude Code, MCP, evals, RAG, agents, product, coding, prompting, foundations, or model internals.
Video matches
Watch first when you want a fast feel for the topic before opening courses, docs, or profiles.
Agents for everything else
AI Engineer · agents, ai engineering, developer tools, automation
LangGraph introduction
LangChain · agents, langgraph, llm orchestration, rag
Hugging Face agents course
Hugging Face · agents, open models, tools, transformers
RAG and LlamaIndex
LlamaIndex · rag, documents, agents, context augmentation
Educators
Swyx
AI Engineer · Intermediate to advanced
A useful hub for the emerging AI engineering stack and practitioner talks.
Skills
AI engineering, Agents, Developer tools
Andrew Ng
DeepLearning.AI Short Courses · Beginner to advanced
Structured, practical courses from prompt engineering through agentic workflows.
Skills
Prompting, Agents, RAG, ML foundations
Elvis Saravia
DAIR.AI Prompt Engineering Guide · Beginner to advanced
A broad prompt engineering guide with many concrete examples and patterns.
Skills
Prompting, RAG, Reasoning, Agents
Lilian Weng
Lilian Weng's AI posts · Advanced
Deep, well-structured technical summaries of major AI topics.
Skills
Agents, RAG, ML research
Matt Pocock
AI Hero · Beginner to advanced
Practical developer-focused AI education across LLM fundamentals, AI SDK app development, MCP, Claude Code workflows, agent-ready codebases, evals, TDD, handoffs, and reusable skills such as /teach, /grill-me, /to-prd, /to-issues, /tdd, /triage, and /handoff.
Skills
AI coding, Claude Skills, Agentic workflows, AI SDK, MCP, LLM fundamentals, Personalized learning
School of AI Automation
School of AI Automation · Beginner to intermediate
Skool community aimed at people who want reliable AI agent systems and their first clients without starting as engineers.
Skills
AI agents, Client acquisition, Templates, Automation systems
Jam Anderson
Club Jam AI for Entrepreneurs · Beginner to intermediate
Skool profile describes AI training for entrepreneurs and small business owners with no tech and no hype.
Skills
ChatGPT, Claude, AI agents, Small business AI
James Wild
AI Founders Labs · Beginner to intermediate
Skool hub collecting tools, files, walkthroughs, prompts, and lightweight interfaces for AI founders.
Skills
AI agents, Ready-made projects, Dashboards, Prompts
AI Automation Bootcamp for Operations Leaders
Linda Mutricy on Maven · Beginner to intermediate
Maven bootcamp for operations leaders who want to build agents and automated workflows without prior coding knowledge.
Skills
AI automation, Operations workflows, AI agents, No-code automation
AI Mastery for Business Leaders
Matt Burton on Maven · Beginner to intermediate
Role-friendly overview of the AI landscape for leaders who need to understand assistants, avatars, automations, and agents.
Skills
AI leadership, Assistants, Avatars, Automations, Agents
Agentic AI for Business Leaders
Vidhi Chugh on Maven · Beginner to intermediate
Business-leader course on what AI agents are, where to use them, and how to prioritize initiatives and ROI.
Skills
Agentic AI, AI strategy, ROI, Opportunity prioritization
AI Agents with n8n: The Crash Course
Stephanie Nyarko on Maven · Beginner to intermediate
Practical no-code AI-agent lesson from a product leader focused on helping founders and coaches automate and grow.
Skills
n8n, AI agents, No-code platforms, Business automation
Jerry Liu
LlamaIndex · Intermediate
Strong practical material for connecting LLMs to private data, documents, retrieval, and workflows.
Skills
RAG, Agents, Document workflows, Context augmentation
Ben Lorica
The Data Exchange · Intermediate
Good practitioner interviews across data, ML, and AI engineering.
Skills
Data systems, ML engineering, AI trends
Lance Martin
LangChain and LangGraph tutorials · Intermediate
Hands-on notebooks for LangGraph, agent patterns, retrieval, and stateful LLM apps.
Skills
LangGraph, Agents, RAG, LLM orchestration
James Briggs
James Briggs AI tutorials · Beginner to intermediate
Useful practical explanations of embeddings, retrieval, LangChain, Pinecone, and agent workflows.
Skills
Vector search, RAG, Agents, Embeddings
Connor Shorten
Weaviate education videos · Beginner to intermediate
Good interviews and tutorials around vector databases, retrieval systems, and AI app patterns.
Skills
Vector search, RAG, Hybrid search, Agents
Dave Ebbelaar
Dave Ebbelaar AI automation · Beginner to intermediate
Practical AI automation videos for workflows, agents, and business process improvements.
Skills
Automation, Agents, AI workflows, No-code tools
Sean Grove
OpenAI and AI engineering talks · Intermediate
Useful for thinking about AI-native software, structured workflows, and developer experience.
Skills
AI engineering, Developer tools, Agents, Structured data
Providers and platforms
HF
Hugging Face
Hugging Face Learn · Beginner to advanced
One of the best free ecosystems for learning open-source AI by building with models, datasets, spaces, agents, context engineering, and MCP workflows.
Topics
Agents, Context engineering, MCP, Transformers, Post-training, Open models
L
LangChain
LangChain Academy · Intermediate
Useful when you are ready to build multi-step LLM applications, agents, and graph-based workflows.
Topics
LangGraph, Agents, LLM orchestration, RAG
O
OpenAI
OpenAI model docs and Cookbook · Beginner to advanced
Official model and implementation material for learning current GPT-5.5, GPT-5.5 Pro, and GPT-5.4 tradeoffs, Codex workflows, agent evals, MCP and connector patterns, retrieval, model optimization, and structured outputs.
Topics
GPT models, Reasoning models, Model selection, Agents, RAG, Structured outputs, MCP, Evals
M
Microsoft
AI Agents for Beginners · Beginner to intermediate
A structured lesson path for understanding when to use agents and how to build simple agentic systems.
Topics
Agents, Multi-agent workflows, Tool use
A
AssemblyAI
AssemblyAI YouTube · Beginner to intermediate
Practical developer tutorials and clear overviews of current AI engineering topics.
Topics
Speech AI, LLMs, Agents, ML concepts
DA
DeepLearning.AI
DeepLearning.AI · Beginner to advanced
A broad catalog of structured AI courses, including many short practical courses from tool creators.
Topics
Generative AI, Deep learning, Prompting, Agents
AS
AWS Skill Builder
AWS AI and ML training · Beginner to advanced
Best for people learning AI services, generative AI apps, and ML workflows on AWS.
Topics
Cloud AI, Agents, MLOps, Generative AI
ML
Microsoft Learn
Microsoft Learn AI · Beginner to advanced
Useful for Azure AI services, Copilot extensibility, and Microsoft-focused AI app development.
Topics
Azure AI, Agents, Copilot, Cloud AI
C
Codecademy
Codecademy AI courses · Beginner
Good for beginners who want guided coding exercises while learning AI concepts.
Topics
AI foundations, Python, Prompting, LLM apps
N
n8n
n8n AI workflow tutorials · Intermediate
Good for building agentic workflows that connect LLMs with APIs and business systems.
Topics
Automation, Agents, Tool use, Workflow design
RA
Relevance AI
Relevance AI Academy · Beginner to intermediate
Useful for teams learning agent workflows without building every piece from scratch.
Topics
Agents, Automation, AI workflows, No-code tools
G
Gumloop
Gumloop tutorials · Beginner to intermediate
Template-led way to learn AI automations for research, scraping, enrichment, and repetitive operations.
Topics
Automation, No-code AI, AI workflows, Agents
C
CrewAI
CrewAI docs · Intermediate
Useful for learning role-based multi-agent patterns and orchestration concepts.
Topics
Agents, Multi-agent workflows, Tool use, Automation
A
AutoGen
Microsoft AutoGen docs · Intermediate
Good for learning multi-agent design patterns and conversation-based orchestration.
Topics
Agents, Multi-agent workflows, Tool use, AI engineering
GA
Google AI for Developers
Gemini API model docs · Beginner to advanced
Official Gemini material for learning the current Gemini 3.5 lineup, Interactions API, Deep Research, coding-agent setup, multimodal tradeoffs, and AI Studio workflows.
Topics
Gemini 3.5, Multimodal AI, Long context, Model selection, AI Studio, Interactions API, Deep Research, Coding agents, API examples
MA
Mistral AI
Mistral models docs · Beginner to advanced
Official material for comparing current Mistral families such as Devstral, Magistral, Voxtral, OCR, and newer Small and Medium models across coding, reasoning, and multimodal use cases.
Topics
Mistral models, Open models, Model selection, Agents, Coding, Reasoning, Multimodal AI
Official Qwen material for learning the Qwen3 family, multilingual and multimodal capabilities, local deployment paths, and function-calling behavior.
Topics
Qwen, Open models, Multilingual AI, Coding agents, Multimodal AI, Model selection
Learning paths
Automation and agents
Founders, operations teams, developers
Learn first
- Trigger-based workflows
- Tool calling
- Agent failure modes
- Human review points
Good matches
Open next
Context engineering and MCP
Developers using coding agents and tool-connected workflows
Learn first
- How to structure instructions, memories, and skills
- When to use MCP servers versus retrieval or file search
- Subagents, hooks, and tool boundaries
- How to keep agent context small, relevant, and testable
Good matches
Open next
Resources
OpenAI Cookbook
GitHub repo · OpenAI · Beginner to advanced
You need implementation examples rather than theory.
api, examples, rag, agents
Microsoft AI Agents for Beginners
GitHub repo · Microsoft · Beginner to intermediate
You want a structured agent learning path with code.
agents, workshops, beginner
Prompt Engineering Guide
Guide · DAIR.AI · Beginner to advanced
You want examples of prompting techniques and patterns.
prompting, rag, reasoning, agents
AI SDK v6 Crash Course
Workshop · Matt Pocock · Intermediate
You want a structured AI SDK v6 course that covers model choice, text and object generation, UI streams, agents, persistence, context engineering, evals, and advanced app patterns.
ai sdk, llm apps, agents, streaming, evals
LLM Fundamentals
Free video tutorial · Matt Pocock · Beginner
You need clear mental models for system prompts, tokens, context windows, tools, and agents before building or using AI systems seriously.
llm fundamentals, tokens, context windows, tools, agents
Vercel AI SDK Tutorial
Free tutorial · Matt Pocock · Beginner to intermediate
You want to build TypeScript LLM apps with Vercel's AI SDK, including streaming, structured outputs, model switching, embeddings, tool calls, and agents.
ai sdk, typescript, streaming, structured outputs, tool calling
Model Context Protocol Tutorial
Free tutorial · Matt Pocock · Intermediate
You want to understand MCP and build TypeScript MCP servers over stdio or HTTP, connect Claude Code to tools, use MCP prompts, and package servers for distribution.
mcp, typescript, claude code, tool calling, agents
AI Coding Dictionary
Dictionary · Matt Pocock · Beginner to intermediate
You want plain-English definitions for agentic coding concepts such as context windows, tools, MCP, handoffs, skills, subagents, feedback loops, and agent-ready work.
ai coding, agent vocabulary, context engineering, claude skills
A Complete Guide To AGENTS.md
Guide · Matt Pocock · Intermediate
You want to write project instructions that help coding agents understand commands, conventions, architecture, and working boundaries.
agents.md, context engineering, ai coding, agentic workflows
How To Make Codebases AI Agents Love
Guide · Matt Pocock · Intermediate
You want to improve a codebase so AI agents can navigate it, run checks, make smaller changes, and recover from mistakes more reliably.
ai coding, agentic workflows, codebase architecture, developer tools
Essential AI Coding Feedback Loops For TypeScript Projects
Guide · Matt Pocock · Intermediate
You want TypeScript checks, tests, linters, and review loops that help agents produce better code and catch regressions quickly.
ai coding, typescript, testing, feedback loops
OpenAI model guide
Model docs · OpenAI · Beginner to advanced
You need to choose between GPT-5.5, GPT-5.5 Pro, GPT-5.4 mini, GPT-5.4 nano, reasoning levels, tool support, and cost-sensitive API paths.
openai, gpt, gpt-5, reasoning models, model selection
OpenAI MCP and connectors
Guide · OpenAI · Intermediate
You need the official OpenAI path for wiring MCP servers and connectors into agent workflows instead of inventing your own tool contract.
openai, mcp, connectors, agents, tool use
Using GPT-5.5
Guide · OpenAI · Intermediate
You need the current OpenAI guidance for migrating to GPT-5.5, prompt shape changes, and tool-heavy workflow behavior.
openai, gpt-5.5, coding, reasoning, tool use
OpenAI reasoning model guide
Guide · OpenAI · Intermediate
You need to understand when internal reasoning is useful for coding, scientific work, agents, and harder multi-step tasks.
openai, gpt, reasoning models, agents, coding
OpenAI Agents SDK
Guide · OpenAI · Intermediate
You are moving past one-off calls and need application-owned orchestration, tools, approvals, and state.
openai, agents, tool use, orchestration, state
OpenAI Evaluate agent workflows
Guide · OpenAI · Intermediate
You need the current OpenAI path for tracing, grading, and regression-testing agent workflows instead of only single-prompt evals.
openai, agents, evals, traces, graders
Anthropic Computer Use
Guide · Anthropic · Intermediate to advanced
You want the official path for browser-like computer-use workflows and their operational constraints.
anthropic, computer use, agents, tool use, automation
Anthropic MCP guide
Guide · Anthropic · Intermediate
You want Anthropic's official guidance for exposing tools and data to Claude through MCP instead of only reading the base spec.
anthropic, mcp, agents, tool use, connectors
Gemini coding agent setup
Guide · Google AI for Developers · Intermediate
You want Google's official setup path for Gemini-driven coding-agent workflows, Gemini Docs MCP, and skills rather than generic prompt advice.
gemini, coding agents, developer tools, mcp, workflow setup
Gemini Agents Overview
Guide · Google AI for Developers · Intermediate
You want the official overview of Gemini managed agents, sandbox behavior, and when to use agent workflows instead of plain model calls.
gemini, agents, interactions api, deep research, coding agents
Mistral models overview
Model docs · Mistral AI · Beginner to advanced
You need to compare current Mistral families such as Devstral, Magistral, Voxtral, OCR, and general-purpose models.
mistral, open models, commercial models, model selection, coding
OpenAI Codex
Official product docs · OpenAI · Beginner to advanced
You want the current OpenAI path for agentic software engineering, code review, and background coding tasks.
codex, coding agents, developer tools, automation, code generation
Claude choosing a model
Guide · Anthropic · Intermediate
You need Anthropic's current guidance on balancing capability, speed, and cost before changing Claude models.
claude, anthropic, model selection, frontier models, coding
Claude Code overview
Guide · Anthropic · Intermediate
You want practical docs for using Claude as a coding agent across a real codebase and toolchain.
claude code, coding agents, developer tools, automation, coding
Gemini Deep Research preview
Guide · Google AI for Developers · Intermediate to advanced
You want the latest official Google docs for long-running research agents, cited reports, background execution, and MCP-aware investigation workflows.
gemini, deep research, agents, search grounding, research workflows
xAI Grok Build overview
Guide · xAI · Intermediate
You want the latest xAI docs for its coding-agent workflow rather than only the raw model list.
xai, grok build, coding agents, developer tools, automation
Hugging Face Agents Course
Free course · Hugging Face · Beginner to intermediate
You want a hands-on agent course that uses open-source tools.
agents, tools, open models
Hugging Face Context Course
Free course · Hugging Face · Intermediate
You want a focused course on context engineering for code agents, including skills, subagents, hooks, and MCP.
context engineering, coding agents, skills, subagents, mcp
Hugging Face MCP Course
Free course · Hugging Face · Beginner to intermediate
You want a structured introduction to the Model Context Protocol before building tool-connected agent workflows.
mcp, model context protocol, tools, agents, integrations
Model Context Protocol intro
Spec and guide · Model Context Protocol · Intermediate
You need the core mental model for how tools, connectors, and agent environments interoperate across AI apps.
mcp, agents, tools, connectors, protocols
LangGraph Academy
Free course · LangChain · Intermediate
You want to build multi-step agent workflows with state.
agents, langgraph, llm orchestration
LlamaIndex Docs
Docs and examples · LlamaIndex · Intermediate
You need to connect LLMs to documents, data, and retrieval.
rag, agents, documents
AI Engineer Talks
Conference videos · AI Engineer · Intermediate to advanced
You want practitioner talks from builders working on the current AI stack.
ai engineering, agents, developer tools
AI Engineer
Conference talks · Swyx · Intermediate to advanced
Use this when you want Swyx's material for ai engineering and related AI skills.
AI engineering, Agents, Developer tools
DeepLearning.AI Short Courses
Short courses · Andrew Ng · Beginner to advanced
Use this when you want Andrew Ng's material for prompting and related AI skills.
Prompting, Agents, RAG, ML foundations