AI Engineer Courses

Strategies for LLM Evals - GuideLLM, lm-eval-harness, OpenAI Evals Workshop

Master practical LLM evaluation strategies beyond benchmarks using GuideLLM, lm-eval-harness, and OpenAI Evals for real-world AI performance assessment.

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

Why You Should Care About AI Interpretability

Discover how mechanistic interpretability reverse engineers neural networks to unlock programmable access to model internals, enabling precise AI steering and novel interfaces.

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

Introduction to LLM Serving with SGLang

Master SGLang framework for high-speed LLM serving, covering deployment optimization and when to use it over vLLM, Ollama, and TensorRT-LLM for production workloads.

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

A2A and MCP Workshop - Automating Business Processes with LLMs

Discover how to transform passive webhooks into intelligent workflow processors using Google's Agent-to-Agent framework and MCP for dynamic AI-driven business automation.

• YouTube
• 1 hour 23 minutes
• Self-Paced
• Free Video

Piloting Agents in GitHub Copilot

Discover how to leverage GitHub Copilot's agent capabilities for enhanced AI-assisted coding, including MCP integration, custom instructions, and best practices for team workflows.

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

Make Your LLM App a Domain Expert - How to Build an Expert System

Discover how to transform LLMs into domain experts by encoding specialized knowledge, creating evaluation metrics, and structuring expert-engineer collaboration for vertical AI success.

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

Shipping Something to Someone Always Wins - Building Products at Stripe and Applying Them in an AI Native World

Discover key product-building insights from Stripe and VSCode experience, applied to AI-native development and shipping strategies for developer-focused products.

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

Why Your Product Needs an AI Product Manager, and Why It Should Be You

Discover why AI products need specialized product managers and how your technical background positions you perfectly for this critical role in bridging demos to real products.

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

Shipping Products When You Don't Know What They Can Do - Product Management for AI Agents

Discover how to manage AI products that learn and improvise at runtime, exploring specs for affordances, AI evals as development tools, and building customer trust amid uncertainty.

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

Building the Platform for Agent Coordination

Discover how Linear evolves into an engineering OS with agents as first-class citizens for modern software teams.

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

What Is a Humanoid Foundation Model? An Introduction to GR00T N1

Discover NVIDIA's GR00T N1, a Vision-Language-Action foundation model enabling humanoid robots to perform real-world tasks through cognitive-inspired dual-system architecture and multimodal training.

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

Real-time Experiments with an AI Co-Scientist

Explore engineering AI Co-scientists for real-time scientific collaboration, covering multi-agent systems, data integration, and practical applications in chemistry, robotics, and biology.

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

Scaling AI Agents Without Breaking Reliability

Discover how to scale AI agents from prototypes to production while maintaining reliability through proper orchestration, failure handling, and infrastructure design strategies.

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

Government Agents - AI Agents vs Tough Regulations

Explore how AI agents navigate complex government regulations and compliance challenges in high-security environments like national laboratories.

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

Waymo's EMMA - Teaching Cars to Think

Explore Waymo's EMMA model and how multimodal AI transforms autonomous driving through end-to-end architectures that process sensor data into driving decisions.

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