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Dave Ebbelaar

Dave Ebbelaar

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• Education
• Technology

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

• How to Install Python on Mac (Simple Method)

  Nov 14, 2026 · 7:31

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• What Companies Hire Freelance Engineers For in 2026

  Nov 14, 2026 · 23:51

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• 5 Levels of AI Agents - From Simple LLM Calls to Multi-Agent Systems

  Nov 14, 2026 · 29:20

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• How to Predict the Future with Python (Forecasting Tutorial)

  Nov 14, 2026 · 27:45

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• How to Systematically Setup LLM Evals (Metrics, Unit Tests, LLM-as-a-Judge)

  Nov 14, 2026 · 1:02:46

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• How I Build and Ship Custom AI Solutions for Clients

  Nov 14, 2026 · 1:02:22

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• 17 VS Code Tips That Will Change Your Data Science Workflow

  Nov 14, 2026 · 10:55

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• How to Build Your Own AI Operating System (Full Stack Explained)

  Nov 14, 2026 · 35:55

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• I Stopped Writing Code - These 5 Skills Are All That Matter

  Nov 14, 2026 · 14:14

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• Automate Machine Learning with ChatGPT

  Nov 14, 2026 · 18:29

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• How to Export Machine Learning Models in Python

  Nov 13, 2026 · 14:12

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• Programming Has Changed - Here's What I Focus On Now

  Nov 13, 2026 · 22:57

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• How to Manage Conda Environments for Data Science

  Nov 13, 2026 · 7:13

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• If I Started AI/ML Freelancing in 2026, I'd Do This

  Nov 13, 2026 · 22:06

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• 16 Apps I Use Daily as a Data Scientist

  Nov 13, 2026 · 13:04

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• How to Effectively Use the Data Science Lifecycle

  Nov 13, 2026 · 36:00

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• Full Machine Learning Project — Detecting Outliers in Sensor Data (Part 4)

  Nov 13, 2026 · 1:05:50

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• Full Machine Learning Project — Fourier Transformation and Clustering (Part 5b)

  Nov 13, 2026 · 54:29

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• How to Automate Anything with Python Inside Claude Desktop (Using MCP)

  Nov 13, 2026 · 21:01

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• This Will Change Data Science as We Know It (ChatGPT)

  Nov 13, 2026 · 9:41

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• How to Combine RAG with Real-Time Web Search (Single Page, Search, Allowed Domains)

  Nov 13, 2026 · 27:43

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• Building Agentic RAG From Scratch in Pure Python

  Nov 13, 2026 · 35:13

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• Full Machine Learning Project — Predictive Modelling (Part 6)

  Nov 13, 2026 · 1:14:42

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