MLOps.community Courses

Building Reliable Agents - Designing Dependable Autonomous Systems

Discover key principles for designing dependable autonomous systems by exploring insights from robotics, cybernetics, and biology for creating reliable decision-making processes.

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

Task Utility Evaluation Framework for LLM-Powered Applications

Discover how to evaluate and verify the utility of LLM applications using AgentEval framework, focusing on aligning functionality with user needs and measuring task execution efficiency.

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

Building Production-Ready AI Agents - Best Practices and Implementation Guide

Master practical techniques for building effective AI agents, from meta-prompting and safety guardrails to evaluation frameworks, based on real-world implementation experience.

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

Why Planning is the New Search - Agentic Workflow Orchestration and Memory Systems

Explore how AI agents can revolutionize workflow automation by capturing work patterns, managing corporate memory, and optimizing task management through innovative planning and memory systems.

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

The Open Source AI Coding Revolution - Fundamentals and Challenges of Coding Agents

Explore the technical fundamentals of coding agents, their capabilities, challenges, and future potential through practical demonstrations of the OpenHands toolkit and real-world applications.

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

The Future of Healthcare - AI Automation in Medical Administration

Discover how AI revolutionizes healthcare by automating administrative tasks and phone interactions, enabling providers to prioritize patient care while improving operational efficiency.

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

How AI Agents Will Change Customer Support

Explore how AI agents revolutionize customer support systems, examining key implementation challenges and architectural considerations for complex support environments.

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

Using AI Agents at Work - Lessons from 15,000 Enterprise Users

Discover real-world insights from 15,000 professionals using AI agents daily, exploring implementation strategies, challenges, and transformative impacts on workplace productivity.

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

Cleric AI SRE - Towards Self-healing Autonomous Software

Explore how AI-powered Site Reliability Engineers can autonomously monitor, diagnose, and repair complex distributed systems, revolutionizing software operations and reliability.

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

Few Shot Code Generation to Autonomous Software Engineering Agents - From Benchmarks to Multimodal Systems

Explore the evolution of AI-powered software engineering through groundbreaking research on language models, autonomous agents, and real-world GitHub issue resolution capabilities.

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

Operationalizing AI Agents in Data Analytics Workflows

Discover how to integrate LLMs into data analytics workflows using Numbers Station platform, focusing on RAG, multi-agent architecture, and practical implementations for automated analytics solutions.

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

AI Agent Tool Calling - Advanced Techniques for Production Systems

Dive into advanced AI agent techniques and tool calling implementation, covering testing strategies, model evaluation, and practical approaches for building production-ready AI agents.

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

Reinvent Yourself and Be Curious - MLOps Career Insights - Podcast #264

Explore MLOps career transitions, essential pipeline components, and practical challenges with insights from an experienced engineer. Gain valuable perspectives on industry trends and best practices.

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

Global Feature Store - Optimizing Locally and Scaling Globally at Delivery Hero

Explore Delivery Hero's innovative approach to MLOps, from micro feature stores to a unified Global Feature Store, optimizing local practices while scaling globally for enhanced efficiency.

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

Boosting LLMs: Performance, Scaling, and Structured Outputs - MLOps Mini Summit 8

Explore techniques to enhance LLM performance, scale models in production, and improve structured outputs. Learn from experts about information extraction, scaling challenges, and innovative programming approaches for better AI results.

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