Dave Ebbelaar
by Dave Ebbelaar
Latest episode
How to Build Your Own AI Operating System (Full Stack Explained)
How to Build Your Own AI Operating System (Full Stack Explained)
About this podcast
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.comMy SaaS: https://get.glaido.com/dave
Episodes
The newest 20 of 38 episodes
- How to Build Your Own AI Operating System (Full Stack Explained) · 36 minLearn more about your ad choices. Visit megaphone.fm/adchoices
- I Stopped Writing Code - These 5 Skills Are All That Matter · 14 minLearn more about your ad choices. Visit megaphone.fm/adchoices
- Automate Machine Learning with ChatGPT · 18 minLearn more about your ad choices. Visit megaphone.fm/adchoices
- How to Export Machine Learning Models in Python · 14 minLearn more about your ad choices. Visit megaphone.fm/adchoices
- Programming Has Changed - Here's What I Focus On Now · 23 minLearn more about your ad choices. Visit megaphone.fm/adchoices
- How to Manage Conda Environments for Data Science · 7 minLearn more about your ad choices. Visit megaphone.fm/adchoices
- If I Started AI/ML Freelancing in 2026, I'd Do This · 22 minLearn more about your ad choices. Visit megaphone.fm/adchoices
- 16 Apps I Use Daily as a Data Scientist · 13 minLearn more about your ad choices. Visit megaphone.fm/adchoices
- How to Effectively Use the Data Science Lifecycle · 36 minLearn more about your ad choices. Visit megaphone.fm/adchoices
- Full Machine Learning Project — Detecting Outliers in Sensor Data (Part 4) · 1 h 5 minLearn more about your ad choices. Visit megaphone.fm/adchoices
- Full Machine Learning Project — Fourier Transformation and Clustering (Part 5b) · 54 minLearn more about your ad choices. Visit megaphone.fm/adchoices
- How to Automate Anything with Python Inside Claude Desktop (Using MCP) · 21 minLearn more about your ad choices. Visit megaphone.fm/adchoices
- This Will Change Data Science as We Know It (ChatGPT) · 10 minLearn more about your ad choices. Visit megaphone.fm/adchoices
- How to Combine RAG with Real-Time Web Search (Single Page, Search, Allowed Domains) · 28 minLearn more about your ad choices. Visit megaphone.fm/adchoices
- Building Agentic RAG From Scratch in Pure Python · 35 minLearn more about your ad choices. Visit megaphone.fm/adchoices
- Full Machine Learning Project — Predictive Modelling (Part 6) · 1 h 14 minLearn more about your ad choices. Visit megaphone.fm/adchoices
- How to Use Python Environment Variables · 8 minLearn more about your ad choices. Visit megaphone.fm/adchoices
- Full Machine Learning Project — Coding a Fitness Tracker with Python (Part 1) · 28 minLearn more about your ad choices. Visit megaphone.fm/adchoices
- How I Automate Data Visualization in Python · 24 minLearn more about your ad choices. Visit megaphone.fm/adchoices
- The Complete Guide to Hybrid Search in RAG (BM25 + Embeddings + Reranker) · 1 h 7 minLearn more about your ad choices. Visit megaphone.fm/adchoices
