https://github.com/datatalksclub/ai-dev-tools-zoomcamp
AI Dev Tools Zoomcamp is a free course that helps you use AI tools to write better code, faster. We're starting the first cohort of this course on November 18, 2025! Sign up here to join us 👇🏼
https://github.com/datatalksclub/ai-dev-tools-zoomcamp
ai ai-agents automation cicd coding-agent course devops free mcp
Last synced: 6 months ago
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AI Dev Tools Zoomcamp is a free course that helps you use AI tools to write better code, faster. We're starting the first cohort of this course on November 18, 2025! Sign up here to join us 👇🏼
- Host: GitHub
- URL: https://github.com/datatalksclub/ai-dev-tools-zoomcamp
- Owner: DataTalksClub
- Created: 2025-05-27T16:43:27.000Z (about 1 year ago)
- Default Branch: main
- Last Pushed: 2025-12-27T12:54:59.000Z (7 months ago)
- Last Synced: 2026-01-01T00:52:26.037Z (7 months ago)
- Topics: ai, ai-agents, automation, cicd, coding-agent, course, devops, free, mcp
- Language: JavaScript
- Homepage: https://airtable.com/appJRFiWKHBgmEt70/shrpw7rk55Ewr1jCG
- Size: 3.26 MB
- Stars: 860
- Watchers: 14
- Forks: 138
- Open Issues: 1
-
Metadata Files:
- Readme: README.md
- Funding: .github/FUNDING.yml
Awesome Lists containing this project
README
AI Dev Tools Zoomcamp: Write Better Code Faster
Welcome to the AI Dev Tools Zoomcamp, a free course that helps you use AI tools to write better code, faster.
[](https://datatalks.club/slack.html)
[](https://twitter.com/intent/tweet?text=Check%20out%20AI%20Dev%20Tools%20Zoomcamp!%20A%20free%20course%20on%20using%20AI%20tools%20for%20coding.%20Starting%202025!%20Learn%20more%3A%20https%3A%2F%2Fgithub.com%2FDataTalksClub%2Fai-dev-tools-zoomcamp)
Links:
* [`#course-ai-dev-tools-zoomcamp` on Slack](https://app.slack.com/client/T01ATQK62F8/C09HWT76L95)
* [Telegram Channel with Announcements](https://t.me/aidevtoolszoomcamp)
* [FAQ](https://docs.google.com/document/d/1uBSxORcxOewXMzMDHwADpVSiS0kBRXhTQ3qWd86CjlI/edit)
* [Course Playlist](https://www.youtube.com/watch?v=sUwrCnP2iGU&list=PL3MmuxUbc_hLuyafXPyhTdbF4s_uNhc43)
* [Course Launch Stream](https://www.youtube.com/watch?v=58pn873XO04&list=PL3MmuxUbc_hLuyafXPyhTdbF4s_uNhc43)
* [Article with details about the course](https://datatalks.club/blog/ai-dev-tools-zoomcamp-2025-free-course-to-master-coding-assistants-agents-and-automation.html)
## How to Join?
We're starting the first cohort of this course on November 18, 2025!
[Sign up here](https://airtable.com/appJRFiWKHBgmEt70/shrpw7rk55Ewr1jCG) to join us.
## Who Is This For?
This course is for anyone who wants to use AI tools to help with coding.
You don't need any AI experience to start - just curiosity about using AI tools to help with your coding!
## What We'll Cover
### Module 1 — [Introduction to Vibe Coding / AI Tools Overview](01-overview/)
* AI-assisted development with Snake game example (React + JS)
* Chat applications: ChatGPT, Claude, DeepSeek, Microsoft Copilot
* Coding assistants / IDEs: Claude Code, GitHub Copilot, Cursor, Pear
* Project bootstrappers: Bolt, Lovable
* Agents: Anthropic Computer Use, PR Agent, others
### Module 2 — [End-to-End Project (Snake)](02-end-to-end/)
- Use a coding assistant for an end-to-end project
- Build Snake in React/TS
- Define API with OpenAPI
- Generate FastAPI server from OpenAPI specs
- Add CI/CD
- Deploy the application
### Module 3 — [Model-Context Protocol](03-mcp/)
- Enhancing AI assistants with tools
- Core servers: GitHub, Filesystem, DB/SQL, HTTP/API, CI
- Practical workflows: repo triage, PR summarization, scripted edits, data queries
- Local vs. remote servers
- Security/permissions
### Module 4 — [Build an AI Coding Agent (for Django)](04-build-coding-agent/)
- Build your own coding agent that can scaffold and extend projects
- Use a Django template as the base project
- Learn how agents act as project bootstrappers
- Explore multiple agent orchestration frameworks
- Outcome: a Django app created and modified by your AI agent
### Module 5 — [AI for Testing, CI/CD & DevOps](05-cicd-devops/)
- AI-assisted PR reviews/summaries and change-risk hints
- Automated test generation, coverage gates, and LLM evals in CI
- Release notes, changelog drafting, and deployment runbooks
- Incident postmortems and on-call copilots
### Module 6 — [Automation with Low-Code and No-Code AI (n8n)](06-automation-lowcode/)
- Install N8N
- Create posts for LinkedIn
- Tailor your CV for a specific position
## Your Instructors
- [Alexey Grigorev](https://linkedin.com/in/agrigorev)
- [Bhavani Ravi](https://www.linkedin.com/in/bhavanicodes)
- [Moein Foroughi](https://www.linkedin.com/in/moein-foroughi-ce/)
## About DataTalks.Club
DataTalks.Club is a community of data enthusiasts learning and growing together. We're all about sharing knowledge, helping each other out, and making data science more accessible.
Join us:
• [Website](https://datatalks.club/)
• [Slack Community](https://datatalks.club/slack.html)
• [Newsletter](https://us19.campaign-archive.com/home/?u=0d7822ab98152f5afc118c176&id=97178021aa)
• [Events](http://lu.ma/dtc-events)
• [Calendar](https://calendar.google.com/calendar/?cid=ZjhxaWRqbnEwamhzY3A4ODA5azFlZ2hzNjBAZ3JvdXAuY2FsZW5kYXIuZ29vZ2xlLmNvbQ)
• [YouTube](https://www.youtube.com/@DataTalksClub/featured)
• [GitHub](https://github.com/DataTalksClub)
• [LinkedIn](https://www.linkedin.com/company/datatalks-club/)
• [Twitter](https://twitter.com/DataTalksClub)