Awesome AI Agents › Courses and Tutorials
AI Dev Tools Zoomcamp is a free, hands-on course from DataTalksClub about using AI developer tools without losing engineering discipline. The repository holds the course materials and links to the registration page, course platform, YouTube playlist, Slack channel, Telegram group and FAQ; the 2026 cohort starts on 31 August 2026 and the README notes that videos, homework, deadlines, project requirements and module details may still change. The course is organised around one workflow: give AI tools the right context, use them for the right job, review what they produce, test the result and ship with guardrails. Participants compare modern AI developer tools, build and deploy a full-stack application, operate it with observability and agent-assisted incident response, and extend coding agents through MCP and reusable capabilities. A pre-course series of optional live workshops covers the AI-native developer workflow for planning, implementation, review, testing and debugging; going from product spec to frontend, backend, OpenAPI contract, tests, Docker, deployment and CI/CD; adding integration tests and moving from SQLite to Postgres in containers with automatic shipping on every merge; DevOps and observability including alerting on user impact, putting an agent in the incident loop and recurring security audits; and coding agent capabilities such as MCP, skills, plugins, hooks, subagents and custom agents. Each workshop has a recording or RSVP link, followed by a live question session and a course launch event. The intended audience is software engineers, ML and MLOps engineers, AI engineers, data scientists and engineers, analysts who write code and technical students who already program in Python, JavaScript, TypeScript or a similar language and are comfortable with the command line and Git. It explicitly excludes complete beginners and people looking for model training, fine-tuning, LangChain, vector databases or RAG. Cohort deadlines, peer review and certificates are part of the format.
https://github.com/DataTalksClub/ai-dev-tools-zoomcamp
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