Hugging Face · Course and certification
AI Agents Course
Free and certified. Tool calling, memory and multi-agent collaboration, with runnable code throughout.
Study path: domains
- Agent fundamentals: tools, thoughts, actions, observations
- Agent frameworks: smolagents, LangGraph, LlamaIndex
- Real-world agent use cases
- Agent benchmarking and evaluation
Access
Free. Enrol on the same page.
Verify current pricing, format, and eligibility on Hugging Face's own page before you schedule anything. This site does not track exam changes.
Question cards
No question cards for this certification yet. The domains and resources above are the study path in the meantime; cards arrive certification by certification.
Concepts that feed this cert
Agent loopAgent memoryAttention mechanismBias and fairnessChain-of-thought promptingContext windowEmbeddingFew-shot promptingFull fine-tuningGroundingHallucinationHybrid searchIn-context learningInstruction tuningLoRAModel Context ProtocolMulti-agent orchestrationPrompt injectionPrompt templatesQuantizationChunkingRed teamingRerankingRetrieval-augmented generationRLHFSystem promptTemperatureTokenizationTool callingVector database
Resources
- AI Agents Course, official Hugging Face course
Free and certified, with runnable code in every unit rather than slides. It is also the one place in this corpus where the major agent frameworks (smolagents, LangGraph, LlamaIndex) get compared side by side.