MLOps.community Courses

Hard Learned Lessons from Over a Decade in AI

Discover hard-earned insights from a decade of AI implementation, covering ML maturity curves, revenue-generating use cases, and the critical role of feature stores in production systems.

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

Mem0 - Building Production-Ready AI Agents with Scalable Long-Term Memory

Explore Mem0's scalable long-term memory architecture for production-ready AI agents using graph-based structures to enhance accuracy and coherence in conversational AI systems.

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

What is MLOps? - The Evolution of Model Deployment in AI

Explore the evolving definition of MLOps with Oleksandr Stasyk as he discusses how traditional software engineering practices remain crucial in today's AI-driven landscape and the journey from model conception to production.

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

The Missing Data Stack for Physical AI

Explore physical AI challenges with Rerun's CEO, covering data visualization, robotics tooling, and bridging the gap between AI systems and real-world applications.

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

A-MEM: Agentic Memory for LLM Agents - April Reading Group

Explore the A-MEM system for LLM agents that dynamically organizes knowledge using a Zettelkasten-inspired approach, creating contextual memory networks that evolve over time to enhance agent performance on complex tasks.

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

From the Legal Trenches to Tech - AI-Powered Legal Solutions for Disability Law

Discover how a disability attorney transformed legal practice by founding LexMed, an AI-powered startup automating case transcription, analysis, and medical evidence mapping.

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

Catastrophic Agent Failure and How to Avoid It

Discover strategies to prevent catastrophic failures in production AI agents, from fraud detection to healthcare automation, with real-world insights on building resilient systems.

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

Zero Trust for Multi-Agent Systems

Discover how to implement Zero Trust security principles for AI multi-agent systems, restricting agent privileges, monitoring behavior, and maintaining speed without compromising safety.

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

Trust at Scale - Security and Governance for Open Source Models

Explore security challenges and governance solutions for open source AI models in enterprise environments with expert insights on MLOps best practices.

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

AI Needs Memory - Here's How It Works

Explore foundational architectural decisions for building reliable AI agents, focusing on memory patterns, system coordination, and designing flexible solutions that evolve with the AI landscape.

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

Building Advanced Agents Over Complex Data

Discover how to build sophisticated AI agents that handle complex data challenges beyond basic RAG, exploring advanced architectures for large-scale question-answering systems.

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

Building Multi-Player AI Systems - and Why It's So Hard

Discover how to build collaborative AI systems where multiple humans and agents work together in secure, real-time environments using MeshAgent's multiplayer architecture.

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

The Cost of AI - FinOps Strategies for Intelligent Agents

Discover how AI agents can silently drain budgets and learn practical FinOps strategies to monitor, contain, and optimize costs in production environments.

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

Building Agents for Healthcare

Explore how AI agents can transform healthcare by addressing administrative burdens and complex disease patterns through Corti's domain-specific approach with governance and safety at its core.

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

Designing AI Agents for the Complex Realities of Healthcare

Discover how to deploy AI agents safely in healthcare environments, addressing clinical challenges, evaluation metrics, and workflow integration from a practicing physician's perspective.

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