All Videos
119 videos from Dave Ebbelaar
16:33The Best AI Automation Stack to Learn in 2026
6.2K views
231:50Build a Full-Stack GenAI Project in 4 Hours (FastAPI, React, Supabase)
31.1K views
28:37If I Wanted to Build an AI SaaS in 2026, I’d Do This
9.2K views
11:53Your Pip Install Is a Backdoor - Fix This Now!
4.4K views
59:18The Complete Guide to Hybrid Search in RAG (BM25 + Embeddings + Reranker)
14.3K views
27:28Building Agentic RAG From Scratch in Pure Python
22.2K views
16:22If I Started AI Freelancing in 2026, I'd Do This
17.7K views
17:13Programming Has Changed - Here's What I Focus On Now
11.0K views
10:30I Stopped Writing Code - These 5 Skills Are All That Matter
21.1K views
28:11How to Build Your Own AI Operating System (Full Stack Explained)
21.3K views
54:38How I Build and Ship Custom AI Solutions for Clients
16.4K views
22:365 Levels of AI Agents - From Simple LLM Calls to Multi-Agent Systems
13.2K views
82:22Pydantic Crash Course - Build Reliable Python & AI Applications
20.3K views
24:48How to Build Human-in-the-Loop for AI Agents (Practical Guide)
9.7K views
24:40How I See AI Evolving in 2026 (as an AI Engineer)
31.2K views
25:03Effective Context Engineering for AI Agents (why agents still fail in practice)
26.1K views
178:27Build a Complete End-to-End GenAI Project in 3 Hours
112.1K views
20:59How to Combine RAG with Real-Time Web Search (Single Page, Search, Allowed Domains)
9.1K views
15:17How to Automate Anything with Python Inside Claude Desktop (Using MCP)
16.3K views
19:29How I'd Learn AI Engineering in 2026 (Complete Roadmap)
61.5K views
315:31Python for AI - Full Beginner Course
989.5K views
24:25Sora 2 API is Here - What You Need to Know
20.1K views
31:41How AI Agents Actually Work (Explained in One Python File)
25.6K views
16:53Know These 7 AI terms Before You Invest in AI (Guardrails, MCP, Fine-Tuning & More)
6.3K views
55:02How to Systematically Setup LLM Evals (Metrics, Unit Tests, LLM-as-a-Judge)
64.9K views
9:23Why Python Developers Are Switching to UV
54.3K views
27:48How to Build Reliable AI Agents (without the hype)
131.3K views
16:54FastAPI for AI Projects - Getting Started in 15 Minutes
40.3K views
22:36How to Build Self-Learning AI Agents (Python Tutorial)
34.9K views
57:46MCP Crash Course: What Python Developers Need to Know
249.1K views
29:52OpenAI Just Changed Everything (Responses API Walkthrough)
82.6K views
25:00How to Get Your Data Ready for AI Agents (Docs, PDFs, Websites)
194.4K views
46:44Building AI Agents in Pure Python - Beginner Course
429.0K views
24:27How to Build Effective AI Agents (without the hype)
526.9K views
31:38How We’re Scaling an AI Business in 2025 (My Full Blueprint)
17.5K views
19:5717 Python Libraries Every AI Engineer Should Know
84.1K views
33:56How to Build AI Agents with PydanticAI (Beginner Tutorial)
78.0K views
11:00Build Better LLM Apps with Assertion-Based Unit Tests
6.5K views
21:55Pgai Tutorial - Vector Embeddings in PostgreSQL Made Easy
14.0K views
27:44How to Implement Hybrid Search with PostgreSQL (Full Tutorial)
16.0K views
35:43Build high-performance RAG using just PostgreSQL (Full Tutorial)
78.0K views
12:26How to Use AI Auto-Correct in ANY Mac App (Works Everywhere)
4.9K views
33:36Prompt Management 101 - Full Guide for AI Engineers
19.8K views
24:02What Makes Cursor IDE So Special for Coding?
67.8K views
12:53This LLM Factory Class Will Improve Your AI Apps
9.7K views
24:46OpenAI Structured Output - All You Need to Know
62.4K views
32:00The Ultimate VS Code Setup for Data & AI Projects
206.5K views
23:59AI Career Opportunities for Data Professionals - Time to Pivot?
6.5K views
11:49Get Started with Langfuse - Open-Source LLM Monitoring
66.9K views
16:53Improve RAG with This Simple API (code included)
15.6K views
21:15How to Build an AI Classification System (Python Tutorial)
31.3K views
19:21Why Agent Frameworks Will Fail (and what to use instead)
138.2K views
46:22How to Find, Build, and Deliver GenAI Projects
17.2K views
11:17Why I stopped using Jupyter Notebooks
84.2K views
48:03Building Reliable LLM Apps with OpenAI (Instructor Tutorial)
24.3K views
20:35Python Tutorial - Introduction to Classes
24.1K views
23:19How to Find Freelance Data & AI Projects
62.0K views
14:25Claude Opus vs. GPT4 - A Practical Review (with code examples)
22.8K views
57:59My Development Workflow for Data & AI Projects
31.1K views
8:53ClickUp Tutorial - What Is ClickUp Brain? 🧠
8.4K views
26:42Easiest Way to Connect AI Chatbots to WhatsApp
59.3K views
29:09My MacBook Setup (as a coder & business owner)
7.2K views
14:25PostgreSQL as VectorDB - Beginner Tutorial
47.6K views
5:55How to Build Chatbot Interfaces with Python
30.3K views
30:31How To Connect OpenAI To WhatsApp (Python Tutorial)
255.2K views
27:03OpenAI Assistants Tutorial for Beginners
83.0K views
20:54The Rise of the "New-Age" Machine Learning Engineer
46.3K views
14:077 Lessons for New AI Engineers - Beginner’s Guide
14.5K views
36:10LangSmith Tutorial - LLM Evaluation for Beginners
57.1K views
15:48I Used AI To Scrape The Web & Write PDF Reports
16.8K views
17:55How I'd Learn AI (if I could start over)
1.8M views
12:30LangChain just launched their new "LangSmith" platform
21.3K views
17:45How to use ChatGPT's new “Code Interpreter” feature
32.9K views
28:24OpenAI Function Calling - Full Beginner Tutorial
113.9K views
19:42Pandas DataFrame Agent... the future of data analysis?
21.2K views
13:10GPT Engineer... Generate an entire codebase with one prompt
220.8K views
20:19Is Falcon LLM the OpenAI Alternative? An Experimental Setup with LangChain
20.4K views
16:10How to Build an AI Document Chatbot in 10 Minutes
410.2K views
31:15How to Deploy AI Apps to the Cloud with Flask & Azure
29.2K views
22:00ChatGPT Code Interpreter - Goodbye Data Analysts?
30.5K views
28:31Building Slack AI Assistants with Python & LangChain
43.8K views
29:44Build Your Own Auto-GPT Apps with LangChain (Python Tutorial)
221.3K views
20:16Auto-GPT Tutorial - Create Your Personal AI Assistant 🦾
249.7K views
62:53Revealing My New AI-Powered Data Science Workflow
27.1K views
16:44Every Beginner Data Scientist Should Understand This
6.1K views
11:59How to Use GitHub Copilot for Data Science (Python + VS Code)
25.1K views
41:51Full Machine Learning Project — Counting Repetitions (Part 7)
33.3K views
12:56Scraping Web Datasets for Data Science Projects
11.0K views
13:45Automate Machine Learning with ChatGPT
39.3K views
66:58Full Machine Learning Project — Predictive Modelling (Part 6)
18.5K views
46:45Full Machine Learning Project — Fourier Transformation & Clustering (Part 5b)
11.3K views
45:00Full Machine Learning Project — Low-pass Filter & Principal Component Analysis (Part 5a)
11.9K views
58:06Full Machine Learning Project — Detecting Outliers in Sensor Data (Part 4)
14.4K views
6:57This Will Change Data Science as We Know It (ChatGPT)
11.5K views
58:23Full Machine Learning Project — Data Visualization with Matplotlib (Part 3)
20.0K views
82:46Full Machine Learning Project — Processing Raw Data (Part 2)
59.0K views
20:56Full Machine Learning Project — Coding a Fitness Tracker with Python (Part 1)
133.2K views
28:15How to Effectively Use the Data Science Lifecycle
3.5K views
4:567 Data Science Tips for Beginners in 2023
2.3K views
5:06How to Use Python Environment Variables
31.1K views
21:01How to Predict the Future with Python (Forecasting Tutorial)
22.9K views
7:1117 VS Code Tips That Will Change Your Data Science Workflow
7.0K views
7:45VS Code Speed Hack for Data Science
4.9K views
10:28How to Export Machine Learning Models in Python
9.1K views
4:29How to Manage Conda Environments for Data Science
7.5K views
9:2016 Apps I Use Daily as a Data Scientist
3.7K views
18:12How I Automate Data Visualization in Python
8.8K views
29:00My Data Science Journey (Zero to Freelance)
7.2K views
23:23How to Read Excel Files with Python (Pandas Tutorial)
60.1K views
10:42Changing rcParams for Better Data Science Plots | Matplotlib Tutorial
3.0K views
10:02Data Science Tutorial - Project Structure
41.6K views
5:51THIS Is How I Write Clean Data Science Code EVERY TIME
3.0K views
11:20Data Science Desk Setup to Maximize Productivity
7.3K views
16:37How to Use Git in VS Code for Data Science
24.1K views
22:53How to Set up VS Code for Data Science & AI
398.0K views
11:42How to Install Anaconda on Mac (Getting Started)
43.6K views
4:13How to Install Python on Mac (Homebrew)
24.0K views
4:08How to Install Homebrew on Mac (Getting Started)
7.4K views
4:47How to Install Python on Mac (Simple Method)
2.5K views