Hands-on labIntermediate
LLM Course
Hugging Face
A practical path through Transformers, tokenizers, datasets, fine-tuning, and modern LLM workflows.
- Time
- 12 chapters
transformersdatasetsfine-tuning
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Browse 16 learning paths
AI learning path
AI Agents
Understand tool use, retrieval, memory, guardrails, and how to design an agent workflow that stays observable.
For Developers and technical operators
11 resources
Classic readingAdvanced
Attention Is All You Need
arXiv · Ashish Vaswani et al.
The paper that introduced the Transformer architecture used in many modern language and multimodal systems.
- Time
- Research paper
- Author
- Ashish Vaswani et al.
- Published
- Published 2017-06-12
transformersattentionarchitecture
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CourseIntermediate
AI Agents Course
Hugging Face
An applied route through agent concepts, tool use, and agent frameworks.
- Time
- Self-paced units
tool useagent loopsevaluation
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Hands-on labIntermediate
OpenAI Agents SDK quickstart
OpenAI Agents SDK
A first-party quickstart for defining an agent, adding tools, coordinating handoffs, and observing a run.
- Time
- One small agent
toolshandoffsguardrails
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Hands-on labIntermediate
OpenAI Agents SDK
OpenAI
A framework and documentation set for composing agents, tools, handoffs, guardrails, and traces.
- Time
- Documentation and examples
toolshandoffstracing
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Classic readingIntermediate
Building Effective Agents
Anthropic Engineering
An engineering perspective on choosing simple workflows before adding autonomous loops, tools, and coordination.
- Time
- Long-form article
workflowsevaluationreliability
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CourseIntermediate
LangGraph Academy
LangChain
Courses focused on stateful agent workflows, human intervention, memory, and deployment concerns.
- Time
- Course modules
statehuman-in-the-loopgraphs
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CourseBeginner
AI Agents for Beginners
Microsoft
A structured introduction to agent design patterns, tool use, multi-agent collaboration, planning, memory, retrieval, observability, and trustworthy operation.
- Time
- 12 lessons · code samples
agent patternstool usemulti-agent systems
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Hands-on labIntermediate
Build Agents with Agent Development Kit
Google for Developers
A guided build that uses Google's Agent Development Kit to define an agent, connect tools and models, manage sessions, and observe a working flow.
- Time
- Guided codelab
ADKagent toolsGoogle Cloud
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Hands-on labIntermediate
Build an MCP Server
Model Context Protocol
An official tutorial for building a small MCP server with tools, connecting it to a host, handling transport correctly, and testing the resulting integration.
- Time
- One end-to-end tutorial
MCPtool schemastransport
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CourseIntermediate
Hugging Face Context Course
Hugging Face
A focused course on context engineering for coding agents using skills, plugins, MCP servers, subagents, hooks, and deliberate control of the agent loop.
- Time
- 6 units · exercises
context engineeringskillssubagents
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