AI Engineer Courses

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

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

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

A Year of Gemini Progress and What Comes Next

Discover Google's Gemini AI model evolution over the past year and future roadmap insights from Logan Kilpatrick, covering breakthrough developments and upcoming innovations.

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

How LLMs Work for Web Developers - GPT in 600 Lines of Vanilla JavaScript

Discover how modern LLMs work by building GPT-2 from scratch in vanilla JavaScript, covering tokenization, embeddings, neural networks, and text generation for web developers.

• YouTube
• 1 hour 42 minutes
• Self-Paced
• Free Video

AI Pipelines and Agents in Pure TypeScript with Mastra.ai

Master building AI agents and pipelines using Mastra.ai TypeScript framework for scalable internal tools with composable workflows and reliable control.

• YouTube
• 1 hour 51 minutes
• Self-Paced
• Free Video

2025 in LLMs So Far - Illustrated by Pelicans on Bicycles

Discover the latest LLM advances from an independent researcher's perspective, covering 12 months of model developments and industry changes in this engaging 19-minute talk.

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