MLOps.community Courses

Building AI that Doesn't Break - MLOps Mini Summit on Kubernetes Workflows, Durable AI Applications, and Agentic Tools

Explore Python-based Kubernetes orchestration, durable AI workflows, and stateful agentic tools for building resilient production systems without YAML complexity.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

AI Agent Development Tradeoffs You Need to Know

Discover key tradeoffs in AI agent development from building digital workers Alice and Julian, covering LangGraph Cloud, observability tools, and scaling production systems.

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

Inside Uber's AI Revolution - How They Use AI/ML

Discover how Uber built and scaled Michelangelo, their end-to-end ML platform powering all business-critical AI use cases, from predictive models to GenAI applications.

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

MCP and Agent-to-Agent Protocols: Understanding AI Tool Chaos

Explore the evolving landscape of AI agent tools and Model Context Protocol (MCP) with insights on permissions, security, memory, and practical implementation challenges for making agents truly functional.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

Building an AI Agent with LangGraph - Step by Step Tutorial

Dive into building your first AI agent with LangGraph in this step-by-step tutorial covering agent frameworks, graph-based workflows, and a practical budget coach example using Plaid API integration and Streamlit.

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

GraphBI: Expanding Analytics to All Data Through the Combination of GenAI, Graph, and Visual Analytics

Explore GraphBI, a revolutionary approach combining GenAI, graph technology, and visual analytics to unlock insights from all data types—not just the 20% that's structured—featuring experts Paco Nathan and Weidong Yang.

• YouTube
• 1 hour 13 minutes
• Self-Paced
• Free Video

GenAI Traffic: Why API Infrastructure Must Evolve Again

Explore the challenges of GenAI traffic and why traditional API infrastructure falls short. Learn how AI workloads demand new gateway solutions for token-based rate limiting, cost-aware request shaping, and scalable inference traffic.

• YouTube
• 1 hour 6 minutes
• Self-Paced
• Free Video

Comparing ZenML, Metaflow, and All the Other DAG Tools

Explore the high-level features, strengths, and weaknesses of ZenML, Metaflow, and other DAG tools for ML workflows with Ben Eric and Demetrios.

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

Tool Definitions Are the New Prompt Engineering

Discover why tool definitions are revolutionizing AI agent development and learn practical strategies for building production-ready agents that scale beyond millions of users.

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

Accelerating Growth Through Optimizing GPU Usage

Discover how Adobe optimized GPU usage for generative AI models, exploring compute platform challenges, innovative solutions, and architecture insights for enhanced performance.

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

Building Agentic Tools for Production

Discover the key requirements for deploying reliable AI agents at scale, covering security, infrastructure, latency, and operational challenges in production environments.

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

Fast and Asynchronous - Drift Your AI, Not Your GPU Bill

Discover how to revolutionize AI infrastructure with async message queues, actor-model microservices, and zero-to-infinity autoscaling to dramatically reduce GPU costs and improve maintainability.

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

Beyond the Gold Standard - Evaluating and Trusting Agents in the Wild

Discover frameworks for deploying trustworthy AI agents in production environments, moving beyond accuracy benchmarks to build reliable systems for high-stakes applications.

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

Rethinking Notebooks Powered by AI

Explore how AI-powered reactive notebooks can transform data workflows from error-prone scratchpads into dependable, shareable programs and interactive applications.

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

Speed and Scale - How Today's AI Datacenters Are Operating Through Hypergrowth

Explore how AI datacenters achieve hypergrowth through modern automation, infrastructure design principles, and lean operations with NetBox Labs CEO Kris Beevers.

• YouTube
• 1 hour 7 minutes
• Self-Paced
• Free Video