Move from “chat window magic” to dependable systems: model APIs, retrieval, tools, agents, evals, and the boring-but-essential guardrails.
No cramming. Read the lesson cards, then complete the mini mission using a non-sensitive example.
Next: Test the concept in a disposable sample project.
Next: Add constraints and expected output structure.
Next: Add validation, logging, and a human fallback.
Pick one small feature, such as “answer questions from a product manual” or “turn support notes into a structured ticket.” Define the contract before you choose the model.
These providers offer free learning material or free enrollment. Availability, account requirements, and course catalogs can change—check the provider’s page before beginning.
Free, practical learning with interactive material and hands-on exercises.
Open resource →Free learning resource ↗Free 18-lesson course series on building generative AI applications.
Open resource →Free learning resource ↗A free intermediate learning path for building model-powered applications.
Open resource →External resources open in a new tab. Last reviewed June 27, 2026.
AI output may be incomplete, biased, or confidently incorrect. Verify important work, follow your organization’s policies, and do not input private customer, company, health, financial, or credential information into tools that are not approved for it.