AI Engineer Courses

GraphRAG - The Marriage of Knowledge Graphs and RAG

Discover how GraphRAG combines Knowledge Graphs with RAG to enhance LLM context, improve AI accuracy, and enable explainable decisions with practical implementation guidance.

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

Building State of the Art Open Weights Tool Use - The Command R Family

Discover how Cohere built the Command R family's state-of-the-art tool use capabilities and explore community innovations with open-weight models in this 15-minute talk.

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

Building Reliable Agentic Systems

Discover how to build reliable agentic systems by applying principles from robotics, cybernetics, and biology to create software that's more dependable than its individual components.

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

Decoding the Decoder LLM Without Code - Understanding GPT-2 Through Spreadsheets

Discover how GPT-2 works using only Excel spreadsheets - no coding required! Demystify tokenization, embeddings, attention mechanisms, and neural networks through accessible visualizations.

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

What's New from Anthropic and What's Next - Large Language Models and Developer Tools

Discover Anthropic's latest large language model advances, enhanced reasoning capabilities, multimodal features, and powerful developer tools for building sophisticated AI applications.

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

How Codeium Breaks Through the Ceiling for Retrieval

Discover how Codeium revolutionizes retrieval beyond embeddings, serving 1M+ developers with AI autocomplete, chat, and search while addressing benchmark limitations and scaling challenges.

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

Fixing Bugs in Gemma, Llama, and Phi 3 - Bug Analysis and Model Optimization

Discover how to identify and fix critical bugs in major LLMs like Gemma, Llama 3, and Phi-3, plus learn techniques to make finetuning 2x faster with reduced VRAM usage.

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

Copilots Everywhere - AI's Coming Agentic Wave and GitHub Copilot Workspace

Discover GitHub's AI-powered future as CEO Thomas Dohmke explores Copilot Workspace and the emerging agentic wave transforming software development with Eugene Yan.

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

Unlocking Developer Productivity across CPU and GPU with MAX

Discover how Modular's MAX platform and Mojo language unify CPU/GPU programming into a single Pythonic model, reducing complexity and boosting AI developer productivity.

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

From Software Developer to AI Engineer - Transforming Development with Generative AI

Discover how generative AI transforms software development with AWS tools to accelerate processes, enhance creativity, and build AI-driven applications in this keynote.

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

Open Challenges for AI Engineering

Explore key challenges facing AI engineers today through insights from Django co-creator and Datasette founder Simon Willison in this 19-minute talk.

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

Llamafile - Bringing AI to the Masses with Fast CPU Inference

Discover how Mozilla's Llamafile democratizes AI access by enabling fast CPU inference on consumer hardware, featuring performance optimization insights from lead developers.

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

The Future of Knowledge Assistants

Discover advanced AI agent architectures beyond single-LLM calls, including Agentic RAG, multi-agent systems, and the new Llama Agents microservices framework for scalable knowledge assistants.

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

Using AI to Build an Infinite Game

Discover how AI streamlines game development by automating content creation, from generating scenes and images to building efficient workflows for both video and card games.

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

Trust, but Verify - Enhancing LLM Safety and Reliability with Guardrails AI

Discover how to build reliable LLM applications using Guardrails AI, tackling model brittleness and ensuring consistent outputs for production-grade systems.

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