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Dave Ebbelaar

Dave Ebbelaar

Dave Ebbelaar, who leads AI projects at Datalumina, shares the engineering decisions behind building real-world AI systems, from using AI coding agents to taking applications from prototype to production. Links: Courses: https://academy.datalumina.com My SaaS: https://get.glaido.com/dave

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Episodes

16 episodes

  1. How I Built One Backend to Run My Company 29:40
  2. Scraping Web Datasets for Data Science Projects 17:40
  3. How to Set up VS Code for Data Science and AI 29:37
  4. How to set up Herdr for multi-agent coding (full guide) 36:24
  5. Pydantic Crash Course - Build Reliable Python and AI Applications 1:30:06
  6. How to Build Human-in-the-Loop for AI Agents (Practical Guide) 32:32
  7. How I See AI Evolving in 2026 (as an AI Engineer) 32:24
  8. How to Install Anaconda on Mac (Getting Started) 16:26
  9. How AI Agents Actually Work (Explained in One Python File) 39:25
  10. Jev Explained for Python Developers 22:35
  11. Effective Context Engineering for AI Agents (why agents still fail in practice) 32:47
  12. Full Machine Learning Project — Low-pass Filter and Principal Component Analysis (Part 5a) 52:44
  13. How to Install Python on Mac (Homebrew) 6:57
  14. Full Machine Learning Project — Data Visualization with Matplotlib (Part 3) 1:06:07
  15. Build Your Own Company Wiki with AI Search (Full Tutorial) 42:08
  16. Run Your Coding Agents in the Cloud with Herdr 33:42