Hugging Face AI Agents Course
A free hands-on course covering agent fundamentals, frameworks, agentic RAG, evaluation, and a final project.
View resource →RESOURCES
Artificial Intelligence Resources
I curated a collection of vendor-neutral resources for learning and building with modern AI, including models, agents, MCP, RAG, evals, coding agents, multimodal AI, engineering practices, and tools across the broader AI ecosystem.
25 resourcesCarl de Souza
Artificial Intelligence
Looking for Microsoft AI resources?For Microsoft-focused AI and agent resources, including Copilot Studio, visit the Copilot Studio Resource Hub.
Explore Copilot Studio resources →New to AI? Start here.
You don't need to read everything on this page. Start with these resources in order.
1
Hugging Face AI Agents Course
A free hands-on course covering agent fundamentals, frameworks, agentic RAG, evaluation, and a final project.
2Introduction to AI Agents
Learn the core concepts behind agents, including LLMs, tools, reasoning, planning, actions, and observations.
3Prompting Best Practices for Claude
Practical guidance for writing effective prompts, structuring context, using examples, tools, and agentic patterns with Claude.
4Model Context Protocol
Learn how MCP standardizes connections between AI applications, data sources, tools, servers, and clients.
5Generative AI for Everyone
Get an overview of AI tools, and learn from real-world examples of generative AI in use today.
LEARNING RESOURCES
Learn Artificial Intelligence
Courses, workshops, learning paths, videos, and hands-on training to help you build your skills.
Introduction to AI Agents
Learn the core concepts behind agents, including LLMs, tools, reasoning, planning, actions, and observations.
View resource →Gemini API Getting Started
A practical introduction to building with modern multimodal models, tools, and function calling through the Gemini API.
API costs may applyView resource →Prompting Best Practices for Claude
Practical guidance for writing effective prompts, structuring context, using examples, tools, and agentic patterns with Claude.
API costs may applyView resource →View all 10 learning resources →Show less ↑
OpenAI Agents SDK Quickstart
Build a first agent, add tools, use handoffs, manage state, and inspect traces with the OpenAI Agents SDK.
API costs may applyView resource →Model Context Protocol
Learn how MCP standardizes connections between AI applications, data sources, tools, servers, and clients.
View resource →AI Fluency: Framework and Foundations
A four-hour Claude Academy course on effective, efficient, ethical, and safe AI collaboration using the 4D framework: Delegation, Description, Discernment, and Diligence.
View resource →Claude Academy
Free courses, tutorials, and use cases from Anthropic covering AI fluency, Claude, Claude Code, the Claude API, and human-agent collaboration.
View resource →DeepLearning.AI
Courses and short courses for learning generative AI, machine learning, agents, RAG, prompting, and practical AI engineering.
View resource →AI Fluency for Builders
A three-hour Claude Academy course for product people, engineers, and makers applying the 4D AI Fluency framework from problem framing through shipping.
View resource →IMPLEMENTATION LIBRARY
AI Foundations
7 resources
Hugging Face AI Agents Course
A free hands-on course covering agent fundamentals, frameworks, agentic RAG, evaluation, and a final project.
View resource →Introduction to AI Agents
Learn the core concepts behind agents, including LLMs, tools, reasoning, planning, actions, and observations.
View resource →Gemini API Getting Started
A practical introduction to building with modern multimodal models, tools, and function calling through the Gemini API.
API costs may applyView resource →AI Fluency: Framework and Foundations
A four-hour Claude Academy course on effective, efficient, ethical, and safe AI collaboration using the 4D framework: Delegation, Description, Discernment, and Diligence.
View resource →View all 7 AI Foundations resources →Show less ↑
Claude Academy
Free courses, tutorials, and use cases from Anthropic covering AI fluency, Claude, Claude Code, the Claude API, and human-agent collaboration.
View resource →DeepLearning.AI
Courses and short courses for learning generative AI, machine learning, agents, RAG, prompting, and practical AI engineering.
View resource →AI Fluency for Builders
A three-hour Claude Academy course for product people, engineers, and makers applying the 4D AI Fluency framework from problem framing through shipping.
View resource →Models & LLMs
2 resources
Gemini API Reference
Reference for standard, streaming, realtime, embeddings, media, and agent-oriented Gemini API endpoints.
API costs may applyView resource →Prompting Best Practices for Claude
Practical guidance for writing effective prompts, structuring context, using examples, tools, and agentic patterns with Claude.
API costs may applyView resource →AI Agents
3 resources
OpenAI Agents SDK Quickstart
Build a first agent, add tools, use handoffs, manage state, and inspect traces with the OpenAI Agents SDK.
API costs may applyView resource →OpenAI Agents SDK
Explore the core agent runtime, orchestration patterns, guardrails, tracing, sessions, MCP tools, and human approvals.
API costs may applyView resource →Hugging Face Agents on the Hub
Connect AI agents to models, datasets, Spaces, MCP servers, skills, and open-source agent tooling on Hugging Face.
API costs may applyView resource →Agentic Architecture
2 resources
LangGraph Reference
A framework for long-running, stateful agents with durable execution, streaming, persistence, memory, and human-in-the-loop.
API costs may applyView resource →Human-in-the-Loop Tool Review
Learn how to pause agent execution so people can approve, modify, or provide feedback on tool calls before execution continues.
API costs may applyView resource →MCP
1 resources
Model Context Protocol
Learn how MCP standardizes connections between AI applications, data sources, tools, servers, and clients.
View resource →RAG & Knowledge
2 resources
Gemini Embeddings
Learn how embeddings support semantic search, classification, clustering, multimodal retrieval, and RAG systems.
API costs may applyView resource →Evaluating RAG Architectures
Compare retrieval approaches and evaluate RAG systems on benchmark tasks, including accuracy and faithfulness.
API costs may applyView resource →Evals & Testing
1 resources
LangChain Tool Usage Benchmarks
Understand ways to evaluate whether agents select the right tools, use them in the right order, and reach the expected state.
API costs may applyView resource →Coding Agents
2 resources
Claude Code CLI Reference
Reference for using Claude Code interactively and non-interactively, resuming sessions, piping content, and configuring MCP.
API costs may applyView resource →OpenAI Sandbox Agents
Build agents that can work with real files, repositories, commands, artifacts, and resumable isolated workspaces.
API costs may applyView resource →Voice & Multimodal AI
2 resources
OpenAI Realtime Agents
Build low-latency voice agents with realtime sessions, tools, approvals, orchestration, and WebSocket transport.
API costs may applyView resource →Gemini Live API Tool Use
Use function calling and other tools in realtime conversational experiences built with the Gemini Live API.
API costs may applyView resource →AI Engineering
1 resources
OpenAI Agent Tools
Learn how agents use hosted tools, local tools, functions, other agents, MCP servers, code execution, search, and more.
API costs may applyView resource →Tools & Frameworks
2 resources
Gemini Function Calling
Connect models to external APIs and tools, execute actions, augment knowledge, and build multi-step tool workflows.
API costs may applyView resource →Generative AI for Everyone
Get an overview of AI tools, and learn from real-world examples of generative AI in use today.
View resource →