How I d Learn Ai Engineering In 2026 complete Roadmap

Want to shortcut this roadmap? Go here: https://go.datalumina.com/ecPOtZu. Want to start freelancing? Let me help: https://go.datalumina.com/j2yOqrk. . 🔗 Link to Roadmap. https://github.com/daveebbelaar/ai-cookbook/blob/main/roadmaps/ai-engineer-2026.md. . 💼 Need help with a project? . Work with me: https://go.datalumina.com/TMGbUvO. . ⏱️ Timestamps. 00:00 Roadmap to Becoming an AI Engineer. 01:37 Understanding the AI Engineer Role. 04:29 Step 1: AI Foundations. 08:17 Step 2: AI System Design. 10:18 Step 3: AI Architecture. 10:21 Step 4: Retrieval Augmented Generation (RAG). 11:57 Step 5: Monitoring and Evaluation. 15:17 Step 6: Deployment Strategies. 17:57 Final Thoughts and Next Steps. . 📌 Description. Learn the exact tech stack and roadmap to become a production-ready AI Engineer in 2026. I’ll walk you through the essential tools, from Python, FastAPI, Docker, PostgreSQL, and Langfuse to working with OpenAI and real LLM APIs, so you can build and deploy end-to-end AI systems.. . 👋🏻 About Me. Hi! I’m Dave, AI Engineer and founder of Datalumina®. On this channel, I share practical tutorials that teach developers how to build production-ready AI systems that actually work in the real world. Beyond these tutorials, I also help people start successful freelancing careers. Check out the links above to learn more!