Dave Ebbelaar

40 Episodes

Subscribe

Dave Ebbelaar podcast cover art

By: 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.comMy SaaS: https://get.glaido.com/dave

✂️ Turn this podcast into clips

Education Technology

How I Build and Ship Custom AI Solutions for Clients

How I Build and Ship Custom AI Solutions for Clients episode artwork

Today at 2:41 AM

Learn more about your ad choices. Visit megaphone.fm/adchoices

17 VS Code Tips That Will Change Your Data Science Workflow

17 VS Code Tips That Will Change Your Data Science Workflow episode artwork

Today at 2:12 AM

Learn more about your ad choices. Visit megaphone.fm/adchoices

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

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

Today at 1:43 AM

Learn more about your ad choices. Visit megaphone.fm/adchoices

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

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

Today at 1:15 AM

Learn more about your ad choices. Visit megaphone.fm/adchoices

How to Export Machine Learning Models in Python

How to Export Machine Learning Models in Python episode artwork

Today at 12:46 AM

Learn more about your ad choices. Visit megaphone.fm/adchoices

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

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

Today at 12:17 AM

Learn more about your ad choices. Visit megaphone.fm/adchoices

How to Manage Conda Environments for Data Science

How to Manage Conda Environments for Data Science episode artwork

Yesterday at 11:48 PM

Learn more about your ad choices. Visit megaphone.fm/adchoices

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

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

Yesterday at 11:20 PM

Learn more about your ad choices. Visit megaphone.fm/adchoices

16 Apps I Use Daily as a Data Scientist

16 Apps I Use Daily as a Data Scientist episode artwork

Yesterday at 10:51 PM

Learn more about your ad choices. Visit megaphone.fm/adchoices

How to Effectively Use the Data Science Lifecycle

How to Effectively Use the Data Science Lifecycle episode artwork

Yesterday at 10:22 PM

Learn more about your ad choices. Visit megaphone.fm/adchoices

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

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

Yesterday at 9:53 PM

Learn more about your ad choices. Visit megaphone.fm/adchoices

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

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

Yesterday at 9:25 PM

Learn more about your ad choices. Visit megaphone.fm/adchoices

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

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

Yesterday at 8:56 PM

Learn more about your ad choices. Visit megaphone.fm/adchoices

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

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

Yesterday at 8:27 PM

Learn more about your ad choices. Visit megaphone.fm/adchoices

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

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

Yesterday at 7:58 PM

Learn more about your ad choices. Visit megaphone.fm/adchoices

Building Agentic RAG From Scratch in Pure Python

Building Agentic RAG From Scratch in Pure Python episode artwork

Yesterday at 7:30 PM

Learn more about your ad choices. Visit megaphone.fm/adchoices

Full Machine Learning Project — Predictive Modelling (Part 6)

Full Machine Learning Project — Predictive Modelling (Part 6) episode artwork

Yesterday at 12:01 PM

Learn more about your ad choices. Visit megaphone.fm/adchoices

How to Use Python Environment Variables

How to Use Python Environment Variables episode artwork

Last Saturday at 6:01 PM

Learn more about your ad choices. Visit megaphone.fm/adchoices

Full Machine Learning Project — Coding a Fitness Tracker with Python (Part 1)

Full Machine Learning Project — Coding a Fitness Tracker with Python (Part 1) episode artwork

Last Saturday at 5:32 PM

Learn more about your ad choices. Visit megaphone.fm/adchoices

How I Automate Data Visualization in Python

How I Automate Data Visualization in Python episode artwork

Last Saturday at 5:03 PM

Learn more about your ad choices. Visit megaphone.fm/adchoices

The Complete Guide to Hybrid Search in RAG (BM25 + Embeddings + Reranker)

The Complete Guide to Hybrid Search in RAG (BM25 + Embeddings + Reranker) episode artwork

Last Saturday at 4:35 PM

Learn more about your ad choices. Visit megaphone.fm/adchoices

My Data Science Journey (Zero to Freelance)

My Data Science Journey (Zero to Freelance) episode artwork

Last Saturday at 4:06 PM

Learn more about your ad choices. Visit megaphone.fm/adchoices

Sora 2 API is Here - What You Need to Know

Sora 2 API is Here - What You Need to Know episode artwork

Last Saturday at 4:01 PM

Learn more about your ad choices. Visit megaphone.fm/adchoices

Full Machine Learning Project — Processing Raw Data (Part 2)

Full Machine Learning Project — Processing Raw Data (Part 2) episode artwork

Last Saturday at 3:37 PM

Learn more about your ad choices. Visit megaphone.fm/adchoices

The 3 UV Settings That Block Supply Chain Attacks

The 3 UV Settings That Block Supply Chain Attacks episode artwork

Last Saturday at 3:08 PM

Learn more about your ad choices. Visit megaphone.fm/adchoices

How to Read Excel Files with Python (Pandas Tutorial)

How to Read Excel Files with Python (Pandas Tutorial) episode artwork

Last Saturday at 2:40 PM

Learn more about your ad choices. Visit megaphone.fm/adchoices

If I Wanted to Build an AI SaaS in 2026, I’d Do This

If I Wanted to Build an AI SaaS in 2026, I’d Do This episode artwork

Last Saturday at 2:11 PM

Learn more about your ad choices. Visit megaphone.fm/adchoices

Changing rcParams for Better Data Science Plots | Matplotlib Tutorial

Changing rcParams for Better Data Science Plots | Matplotlib Tutorial episode artwork

Last Saturday at 1:42 PM

Learn more about your ad choices. Visit megaphone.fm/adchoices

Data Science Tutorial - Project Structure

Data Science Tutorial - Project Structure episode artwork

Last Saturday at 1:13 PM

Learn more about your ad choices. Visit megaphone.fm/adchoices

The Best AI Automation Stack to Learn in 2026

The Best AI Automation Stack to Learn in 2026 episode artwork

Last Saturday at 12:45 PM

Learn more about your ad choices. Visit megaphone.fm/adchoices

THIS Is How I Write Clean Data Science Code EVERY TIME

THIS Is How I Write Clean Data Science Code EVERY TIME episode artwork

Last Saturday at 12:16 PM

Learn more about your ad choices. Visit megaphone.fm/adchoices

Data Scientist to AI Engineer Roadmap for 2026

Data Scientist to AI Engineer Roadmap for 2026 episode artwork

Last Saturday at 11:47 AM

Learn more about your ad choices. Visit megaphone.fm/adchoices

Data Science Desk Setup to Maximize Productivity

Data Science Desk Setup to Maximize Productivity episode artwork

Last Saturday at 11:18 AM

Learn more about your ad choices. Visit megaphone.fm/adchoices

How to Use Git in VS Code for Data Science

How to Use Git in VS Code for Data Science episode artwork

Last Saturday at 10:50 AM

Learn more about your ad choices. Visit megaphone.fm/adchoices

How I'd Learn AI Engineering in 2026 (Complete Roadmap)

How I'd Learn AI Engineering in 2026 (Complete Roadmap) episode artwork

Last Saturday at 10:21 AM

Learn more about your ad choices. Visit megaphone.fm/adchoices

How I Built One Backend to Run My Company

How I Built One Backend to Run My Company episode artwork

Last Saturday at 9:52 AM

Learn more about your ad choices. Visit megaphone.fm/adchoices

How to Set up VS Code for Data Science and AI

How to Set up VS Code for Data Science and AI episode artwork

Last Saturday at 9:23 AM

Learn more about your ad choices. Visit megaphone.fm/adchoices

How to set up Herdr for multi-agent coding (full guide)

How to set up Herdr for multi-agent coding (full guide) episode artwork

Last Saturday at 8:55 AM

Learn more about your ad choices. Visit megaphone.fm/adchoices

Pydantic Crash Course - Build Reliable Python and AI Applications

Pydantic Crash Course - Build Reliable Python and AI Applications episode artwork

Last Saturday at 8:26 AM

Learn more about your ad choices. Visit megaphone.fm/adchoices

How to Build Human-in-the-Loop for AI Agents (Practical Guide)

How to Build Human-in-the-Loop for AI Agents (Practical Guide) episode artwork

Last Saturday at 7:57 AM

Learn more about your ad choices. Visit megaphone.fm/adchoices