AI Engineer Courses

The RAG Stack We Landed On After 37 Fails

Discover how to systematically optimize RAG pipelines through 37 real-world failures, learning to diagnose weaknesses and apply targeted improvements for dramatically better performance.

• YouTube
• 19 minutes
• On-Demand
• Free Video

Designing AI to Scale Human Thought

Explore principles for designing AI that augments human thinking rather than replacing it, covering UX patterns, trust-building, and collaborative interfaces for smarter decision-making.

• YouTube
• 12 minutes
• On-Demand
• Free Video

Letting AI Interface with Your App with MCP

Discover how to build MCP servers that enable AI assistants to interact with your applications, exploring the future of AI-powered user interfaces through live coding demonstrations.

• YouTube
• 20 minutes
• On-Demand
• Free Video

Effective AI Agents Need Data Flywheels, Not The Next Biggest LLM

Discover how to build cost-effective AI agents using data flywheels instead of massive LLMs, featuring NVIDIA's approach to self-improving systems and model optimization.

• YouTube
• 17 minutes
• On-Demand
• Free Video

Ensure AI Agents Work - Evaluation Frameworks for Scaling Success

Discover how to build robust evaluation frameworks that transform experimental AI agents into reliable, production-ready enterprise solutions at scale.

• YouTube
• 15 minutes
• On-Demand
• Free Video

The DevOps Engineer Who Never Sleeps - Using AI Agents for Alert and Incident Management

Discover how AI agents at Datadog handle DevOps alerts and incidents automatically, letting engineers sleep while intelligent systems manage service operations like humans would.

• YouTube
• 16 minutes
• On-Demand
• Free Video

Evaluating Domain Specific LLMs for Real World Finance

Discover how domain-specific LLMs outperform general models in finance, tackling risk assessment, fraud detection, and regulatory compliance with real-world benchmarks and ROI insights.

• YouTube
• 12 minutes
• On-Demand
• Free Video

Self Coding Agents - AI That Builds and Improves Itself

Explore how AI coding agents can build and improve themselves, transforming software engineering from writing code to orchestrating autonomous systems that optimize their own performance.

• YouTube
• 17 minutes
• On-Demand
• Free Video

AI + Security and Safety - Securing Multi-Agent Systems Without Stifling Innovation

Discover how to secure multi-agent AI systems while fostering innovation through practical risk mitigation techniques and adaptive security frameworks.

• YouTube
• 18 minutes
• On-Demand
• Free Video

Voice Agent Engineering - Building Reliable Healthcare Voice AI Systems

Discover practical voice AI engineering strategies for building reliable agents that handle complex phone conversations and navigate healthcare systems effectively.

• YouTube
• 19 minutes
• On-Demand
• Free Video

Building LinkedIn's GenAI Platform

Discover how LinkedIn built a scalable GenAI platform, integrating AI-first principles into Java ecosystems with multi-agent architectures and centralized registries for dynamic collaboration.

• YouTube
• 18 minutes
• On-Demand
• Free Video

How to Fail at AI Strategy - Common Pitfalls and Solutions for Successful AI Implementation

Discover common AI strategy pitfalls and learn how to bridge the gap between technical teams and executives for successful AI project execution and resource allocation.

• YouTube
• 17 minutes
• On-Demand
• Free Video

Finetuning - 500M AI Agents in Production with 2 Engineers

Discover battle-tested techniques for scaling AI financial agents to 500M+ production interactions with just 2 engineers, covering fine-tuning, guardrails, and operational strategies.

• YouTube
• 19 minutes
• On-Demand
• Free Video

The Agent Development Life Cycle

Discover how Sierra builds reliable AI agents for major brands, exploring their unique methodology for developing testable, scalable conversational AI that serves millions of consumers daily.

• YouTube
• 19 minutes
• On-Demand
• Free Video

RAG Agents in Production - 10 Lessons We Learned

Discover 10 critical lessons for deploying enterprise RAG systems at scale, from garbage-in-garbage-out principles to Fortune 500-ready robustness with RAG pioneer Douwe Kiela.

• YouTube
• 17 minutes
• On-Demand
• Free Video