Five Free Agent Courses Drop. Hugging Face and Anthropic Headline. DeepLearning.AI Tags In. Naturally.
Techloy highlights five free courses for building AI agents, sourced from Hugging Face, Anthropic, DeepLearning.AI, and Google. The curriculum covers agent fundamentals, MCP (Model Context Protocol), RAG (Retrieval-Augmented Generation), memory systems, and business applications. The courses are structured around building something for an actual use case rather than passively consuming lessons.
The underlying principle is experiential learning applied to agent architecture. You cannot understand agentic systems by reading about them. You must build one, watch it fail, and debug the failure. The courses named here teach RAG and MCP, which are the two mechanisms that separate a chatbot from an agent that actually does work. Master those two concepts and you understand 80 percent of what matters.
The courses come from four organizations: Hugging Face, Anthropic, DeepLearning.AI, and Google. Techloy compiled and published the roundup. The courses cover agent fundamentals, MCP, RAG, memory, and business applications.
- Go to deeplearning.ai and search for their free short courses on AI agents. Pick the shortest one. It will take roughly one hour.
- Complete the first lesson without skipping the code cells, even if you do not fully understand them. The point is to see an agent execute a task end to end.
- Take notes on where RAG appears in the workflow. That is the retrieval step, the part where the agent pulls in external knowledge. If you can identify that step, you understand the core mechanism.