AI Engineer Courses

Building AI Agents that Actually Automate Knowledge Work

9 ratings

Discover how to build AI agents that truly automate knowledge work through powerful tools and tailored reasoning architectures for document-centric tasks.

• YouTube
• 18 minutes
• Self-Paced
• Free Video

Information Retrieval from the Ground Up

1 rating

Explore decades of information retrieval research and learn how search engines form the foundation of RAG, enhanced by modern machine learning techniques.

• YouTube
• 1 hour 48 minutes
• Self-Paced
• Free Video

Trends Across the AI Frontier

1 rating

Explore the rapidly evolving AI landscape from chips to models, learning to distinguish signal from noise across intelligence, cost, speed, and open-weight frontiers.

• YouTube
• 18 minutes
• Self-Paced
• Free Video

GitHub Copilot - The World's Most Widely Adopted AI Developer Tool

1 rating

Explore GitHub Copilot's expanding capabilities from code generation to bug fixes, unit testing, and organizational knowledge integration for enhanced developer productivity.

• YouTube
• 30 minutes
• Self-Paced
• Free Video

12-Factor Agents - Patterns of Reliable LLM Applications

Discover 12 engineering principles for building reliable, production-ready LLM applications that go beyond simple prompt-tool loops to create truly scalable AI agents.

• YouTube
• 17 minutes
• Self-Paced
• Free Video

MCP Is Not Good Yet - Implementation Pitfalls and Practical Advice

Discover practical insights on MCP implementation pitfalls and realistic expectations from Sentry's perspective on current AI tooling limitations.

• YouTube
• 17 minutes
• Self-Paced
• Free Video

Your Personal Open-Source Humanoid Robot for $8,999

Discover how to build and deploy affordable open-source humanoid robots with full-stack development from reinforcement learning to mass manufacturing at K-Scale Labs.

• YouTube
• 19 minutes
• Self-Paced
• Free Video

The Build-Operate Divide - Bridging Product Vision and AI Operational Reality

Bridge the gap between AI product vision and operational reality with frameworks for unified workflows, evaluation systems, and scalable deployment strategies.

• YouTube
• 13 minutes
• Self-Paced
• Free Video

New York Times' Connections - A Case Study on NLP in Word Games

Explore how AI algorithms tackle the NYT Connections puzzle through clustering, semantic mapping, and NLP techniques to build intelligent puzzle solvers.

• YouTube
• 19 minutes
• Self-Paced
• Free Video

Claude Code and the Evolution of Agentic Coding

Discover how Claude Code is transforming the coding landscape through agentic programming approaches and innovative UX design from Anthropic's technical team.

• YouTube
• 18 minutes
• Self-Paced
• Free Video

Training Agentic Reasoners - Reinforcement Learning for Multi-Turn Tool Calling

Dive into reinforcement learning for agentic reasoning, covering GRPO vs PPO, environment design, rewards, and open-source tools for building AI agents like OpenAI's o3.

• YouTube
• 19 minutes
• Self-Paced
• Free Video

AI Engineering with the Google Gemini 2.5 Model Family

Master hands-on AI engineering with Google's Gemini 2.5 Pro, exploring agentic tooling and MCP servers through practical workshop techniques led by a Google DeepMind expert.

• YouTube
• 1 hour 45 minutes
• Self-Paced
• Free Video

The New Code - Specifications as the Fundamental Unit of AI-Era Programming

Discover how specifications are replacing code as the fundamental programming unit, with AI systems requiring precise intent communication over traditional coding skills.

• YouTube
• 22 minutes
• Self-Paced
• Free Video

Production Software Keeps Breaking and It Will Only Get Worse - AI-Powered Solutions for Self-Healing Systems

Discover how AI-powered software development creates troubleshooting challenges and explore Traversal's autonomous AI solution for self-healing production systems in complex enterprise environments.

• YouTube
• 18 minutes
• Self-Paced
• Free Video

Thinking Deeper in Gemini - Test-Time Compute and Model Architecture

Explore Google DeepMind's breakthrough in test-time compute with Gemini's Thinking capabilities, covering architecture improvements and model steerability advances.

• YouTube
• 18 minutes
• Self-Paced
• Free Video