AI Engineer Courses

Building AI Agents that Actually Automate Knowledge Work

11 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

Vibe Coding at Scale - Customizing AI Assistants for Enterprise Environments

1 rating

Discover systematic approaches to customize AI coding assistants for complex enterprise environments through real-world case studies and proven frameworks.

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

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

1 rating

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

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

The New Lean Startup - Building Profitable Multi-Product Portfolios with Tiny Teams

1 rating

Discover how Oleve scaled a profitable multi-product portfolio with tiny teams using deterministic AI agents, two-track engineering, and scrappy infrastructure innovation.

• YouTube
• 13 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

Netflix's Big Bet - One Model to Rule Recommendations

Discover Netflix's foundation model strategy for personalized recommendations and recent developments in generative AI for content optimization.

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

Teaching Gemini to Speak YouTube - Adapting LLMs for Video Recommendations to 2B+ DAU

Explore how YouTube rebuilt its recommendation system using Gemini LLM, covering SemanticID creation, model adaptation, and generative video retrieval for billions of users.

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

Transforming Search and Discovery Using LLMs

Discover how Instacart leverages LLMs to revolutionize grocery search, enhance user intent understanding, and improve product discovery through innovative AI solutions.

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

360Brew - LLM-based Personalized Ranking and Recommendation

Discover how LinkedIn AI built a 150-billion-parameter foundation model for personalized ranking and recommendation systems, featuring insights from principal scientists on scaling LLMs.

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

Improving Recommendation Systems and Search in the Age of LLMs

Explore how LLMs revolutionize recommendation systems through semantic IDs, synthetic data augmentation, and unified models with real-world case studies from Amazon, Netflix, Spotify, and Etsy.

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

The State of Generative Media

Explore how generative AI is transforming creative industries through cutting-edge image, audio, and video production models and platforms.

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

What We Learned from Using LLMs in Pinterest Search

Discover how Pinterest integrates LLMs to enhance search relevance through multimodal content, semi-supervised learning, and knowledge distillation for real-time deployment.

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

Reinforcement Learning for Autonomous Coding

Discover how reinforcement learning transforms LLMs into fully autonomous coding agents, exploring scaling techniques, post-training methods, and technical challenges in building AI systems.

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