AI Engineer Courses

Building Code First AI Agents with Azure AI Agent Service

Master building LLM-powered AI agents with Azure AI Agent Service through hands-on coding, data analysis, and visualization techniques for real-world applications.

• YouTube
• 1 hour 54 minutes
• Self-Paced
• Free Video

Building Multimodal AI Agents From Scratch

Build a multimodal AI agent from scratch using MongoDB, Google's Gemini, and Python to process mixed-media content, analyze charts, and extract insights from visual documents.

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

Memory Masterclass - Make Your AI Agents Remember What They Do

Unlock advanced memory techniques for AI agents using Neo4j, Cognee, Graphiti, and Mem0 to enhance recall, contextual awareness, and autonomous reasoning capabilities.

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

Graph Intelligence - Enhance Reasoning and Retrieval Using Graph Analytics

Discover advanced GraphRAG techniques using graph ML and algorithms to enhance AI reasoning and retrieval capabilities with Neo4j experts.

• YouTube
• 1 hour 41 minutes
• Self-Paced
• Free Video

Building Agentic Applications with Heroku Managed Inference and Agents

Discover how to build agentic applications using Heroku's Managed Inference and Agents platform with secure code execution, database querying, and Model Context Protocol integration.

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

Building Agents at Cloud Scale

Explore practical strategies for building and scaling AI agents in production environments, moving from local implementations to cloud-scale architectures with demos and real-world use cases.

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

To the Moon! Navigating Deep Context in Legacy Code with Augment Agent

Discover how to navigate complex legacy codebases using AI-powered tools and deep context analysis techniques in this Apollo 11-themed presentation.

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

Ship It! Building Production Ready Agents

Explore practical strategies for deploying AI agents at scale, covering infrastructure decisions, scalability frameworks, and production-ready architectures.

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

Introducing Strands Agents - An Open Source AI Agents SDK

Discover how to build production-ready AI agents in days instead of months using AWS's open source Strands SDK with just a model, prompt, and tools.

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

Realtime Conversational Video with Pipecat and Tavus

Dive into building realtime video avatars using Pipecat framework and Daily's WebRTC infrastructure for conversational AI applications in education and support.

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

Vector Search Benchmarking - How to Build Meaningful Benchmarks for Your Use Case

Discover how to create meaningful vector search benchmarks beyond marketing hype, covering common pitfalls, unique challenges, and building tailored evaluations for your specific use case.

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

Taming Rogue AI Agents with Observability-Driven Evaluation

Master observability-driven evaluation techniques to detect, diagnose, and correct unpredictable behaviors in LLM agents at production scale using repeatable, metric-driven frameworks.

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

Building Agent Fleet Architectures Your CISO Doesn't Hate

Explore secure agent orchestration architectures for regulated industries, covering Gitpod's evolution from self-hosted Kubernetes to 'bring your own cloud' models with auto-suspend features.

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

Effective Agent Design Patterns in Production

Discover proven design patterns and best practices for building production-ready AI agents, with concrete implementation guidance from LlamaIndex's real-world experience.

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

Vibe Coding at Scale - Customizing AI Assistants for Enterprise Environments

Discover systematic approaches to customize AI coding assistants for complex enterprise environments, covering legacy systems, polyglot codebases, and maintaining developer flow state.

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