Dave Ebbelaar - Videos

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

Want to start freelancing? Let me help: https://go.datalumina.com/EGzEtp5 Want to learn real AI Engineering? Go here: https://go.datalumina.com/gAO1qa4 ⏱️ Timestamps 00:00 Introduction to AI and D...

18,244 views • 859 likes • 67 comments • March 27, 2026

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

Want to start freelancing? Let me help: https://go.datalumina.com/nOeM588 Want to learn real AI Engineering? Go here: https://go.datalumina.com/7UaPNiy ⏱️ Timestamps 00:00 Agent Harness Hype and R...

13,868 views • 491 likes • 36 comments • March 20, 2026

How I Build and Ship Custom AI Solutions for Clients

Want to start freelancing? Let me help: https://go.datalumina.com/FmTyxp5 Want to learn real AI Engineering? https://go.datalumina.com/z86fGqh ⏱️ Timestamps 00:00 AI Development Company Strategy 0...

12,488 views • 505 likes • 34 comments • March 13, 2026

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

Want to start freelancing? Let me help: https://go.datalumina.com/W9QrjUT Want to learn real AI Engineering? Go here: https://go.datalumina.com/5qdZYMX 🔗 GitHub Repository https://github.com/davee...

10,609 views • 452 likes • 40 comments • March 05, 2026

Pydantic Crash Course - Build Reliable Python & AI Applications

Learn Pydantic in this complete 90-minute crash course covering type hints, data validation, nested models, and structured output with LLMs. Get the free bonus resources and community access: http...

14,538 views • 472 likes • 26 comments • January 28, 2026

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

Want to start freelancing? Let me help: https://go.datalumina.com/7DnHzBg Want to learn real AI Engineering? Go here: https://go.datalumina.com/bnyLApI 💼 Need help with a project? Work with me: ...

8,090 views • 251 likes • 12 comments • January 19, 2026

How I See AI Evolving in 2026 (as an AI Engineer)

Want to start freelancing? Let me help: https://go.datalumina.com/ij9VZvc Want to learn real AI Engineering? Go here: https://go.datalumina.com/xt1eW1b 🎙️ Voice app waitlist: https://go.datalumin...

30,610 views • 1,044 likes • 114 comments • January 08, 2026

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...

23,822 views • 854 likes • 30 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...

88,207 views • 2,802 likes • 120 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...

8,608 views • 302 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...

14,663 views • 469 likes • 22 comments • October 31, 2025

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

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...

49,944 views • 2,099 likes • 117 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...

724,901 views • 20,132 likes • 1,432 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...

19,656 views • 405 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...

22,749 views • 768 likes • 32 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...

6,189 views • 290 likes • 10 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...

44,244 views • 1,368 likes • 50 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...

49,029 views • 1,367 likes • 49 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...

125,894 views • 4,169 likes • 186 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 ...

35,795 views • 1,032 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...

33,502 views • 1,075 likes • 39 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...

241,350 views • 7,468 likes • 215 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...

80,874 views • 2,054 likes • 100 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...

186,053 views • 5,431 likes • 151 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...

410,858 views • 10,833 likes • 283 comments • February 01, 2025