Dave Ebbelaar - Videos

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Effective Context Engineering for AI Agents (why agents still fail in practice)

Want to start freelancing? Let me help: https://go.datalumina.com/Fsm6CLA Want to learn real AI Engineering? Go here: https://go.datalumina.com/P3iD4eh 💼 Need help with a project? Work with me: h...

7,974 views • 337 likes • 22 comments • December 19, 2025

Build a Complete End-to-End GenAI Project in 3 Hours

This video walks you through a complete end-to-end GenAI project using OpenAI, Postgres for storage, Docker for local development, and Render for seamless deployment. By the end, you’ll have a port...

26,722 views • 1,182 likes • 96 comments • November 15, 2025

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

Want to start freelancing? Let me help: https://go.datalumina.com/lI2Q1h1 Want to learn real AI Engineering? Go here: https://go.datalumina.com/UnJMhkR 💼 Need help with a project? Work with me: h...

6,322 views • 256 likes • 17 comments • November 07, 2025

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

Want to start freelancing? Let me help: https://go.datalumina.com/Geoociv Want to learn real AI Engineering? Go here: https://go.datalumina.com/ZtGE6rl 💼 Need help with a project? Work with me: h...

7,790 views • 336 likes • 20 comments • October 31, 2025

How I'd Learn GenAI in 2026 (if I could start over)

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/daveebbelaa...

21,458 views • 1,031 likes • 71 comments • October 29, 2025

Python for AI - Full Beginner Course

Learn Python from scratch and start building real AI applications. This is the fastest, beginner-friendly course Python for AI development. 📕 Course Handbook: https://go.datalumina.com/cm5P6b6 📥 C...

179,597 views • 6,082 likes • 469 comments • October 21, 2025

Sora 2 API is Here - What You Need to Know

Want to start freelancing? Let me help: https://go.datalumina.com/brb6E7x Want to learn real AI Engineering? Go here: https://go.datalumina.com/JRCEDoS 💼 Need help with a project? Work with me: h...

17,327 views • 378 likes • 25 comments • October 07, 2025

How AI Agents Actually Work (Explained in One Python File)

Want to start freelancing? Let me help: https://go.datalumina.com/YCxRovW Want to learn real AI Engineering? Go here: https://go.datalumina.com/OOVvjsL 💼 Need help with a project? Work with me: h...

15,932 views • 612 likes • 24 comments • September 30, 2025

Know These 7 AI terms Before You Invest in AI (Guardrails, MCP, Fine-Tuning & More)

💼 Need help implementing AI in your business? Submit your project request: https://go.datalumina.com/LGtLhG5 🛠️ Are you a developer interested in AI? Want to learn real AI Engineering? Go here: ht...

5,420 views • 260 likes • 9 comments • September 25, 2025

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

Want to learn real AI Engineering? Go here: https://go.datalumina.com/iIO93Ps Want to start freelancing? Let me help: https://go.datalumina.com/vCTpbki 💼 Need help with a project? Work with me: h...

21,487 views • 750 likes • 42 comments • September 04, 2025

Why Python Developers Are Switching to UV

Want to start freelancing? Let me help: https://go.datalumina.com/41RSDhp Want to learn real AI Engineering? Go here: https://go.datalumina.com/IpNqFhc 💼 Need help with a project? Work with me: h...

36,054 views • 981 likes • 44 comments • August 07, 2025

How to Build Reliable AI Agents (without the hype)

Want to start freelancing? Let me help: https://go.datalumina.com/BleVjFI Want to learn real AI Engineering? https://go.datalumina.com/AjnKsj0 💼 Need help with a project? Work with me: https://go...

110,930 views • 3,794 likes • 169 comments • July 25, 2025

FastAPI for AI Projects - Getting Started in 15 Minutes

Want our AI production framework? Go here: https://academy.datalumina.com/genai-launchpad Consider freelancing? Find your first client: https://www.datalumina.com/data-freelancer 💼 Need help with ...

28,281 views • 858 likes • 36 comments • May 22, 2025

How to Build Self-Learning AI Agents (Python Tutorial)

Want to start freelancing? Let me help: https://www.datalumina.com/data-freelancer Want to learn real AI Engineering? Go here: https://launchpad.datalumina.com/ 💼 Need help with a project? Work w...

30,139 views • 1,000 likes • 37 comments • May 08, 2025

MCP Crash Course: What Python Developers Need to Know

Learn AI Engineering from first principles: https://go.datalumina.com/67msUoJ Want to start freelancing? Let me help: https://go.datalumina.com/9pEZikV 💼 Need help with a project? Work with me: h...

217,174 views • 6,932 likes • 203 comments • April 19, 2025

OpenAI Just Changed Everything (Responses API Walkthrough)

Want to get started as a freelancer? Let me help: https://www.datalumina.com/data-freelancer?utm_source=youtube&utm_medium=video&utm_campaign=youtube_video_traffic&utm_content=OpenAI%20Responses%20...

74,452 views • 1,961 likes • 98 comments • March 13, 2025

How to Get Your Data Ready for AI Agents (Docs, PDFs, Websites)

Want to start freelancing? Let me help: https://www.datalumina.com/data-freelancer Want to learn real AI Engineering? Go here: https://launchpad.datalumina.com/ 💼 Need help with a project? Work w...

161,433 views • 4,909 likes • 141 comments • February 13, 2025

Building AI Agents in Pure Python - Beginner Course

Want to start freelancing? Let me help: https://go.datalumina.com/AnPJSFV Want to learn real AI Engineering? Go here: https://go.datalumina.com/nxqQtsA 💼 Need help with a project? Work with me: h...

368,944 views • 10,069 likes • 265 comments • February 01, 2025