MLOps.community Courses

Deploying Executable Agent Workflows

Discover CodeAct paradigm for agent architectures, enabling LLMs to generate Python code for tool interaction beyond traditional JSON approaches in production environments.

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

Iterating on Your AI Evals - Agents in Production 2025

Discover how to transform AI agent demos into reliable production systems through iterative evaluation processes, covering dataset creation, LLM-as-a-judge techniques, and evaluation refinement strategies.

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

Integration of AI into Traditional Systems

Discover practical methods for integrating AI into legacy systems without complete rewrites, focusing on low-disruption strategies that add automation and predictive insights.

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

Evaluation-Driven Development with MLflow 3.0

Discover how to build reliable Agentic applications using Evaluation-Driven Development methodology with MLflow 3.0's new LLM-focused features and automated quality assurance tools.

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

How AI Will Transform The Energy Sector

Discover how AI agents revolutionize renewable energy management through Jellyfish platform, delivering 50% efficiency gains by automating project lifecycles and accelerating net-zero targets.

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

Why Language Models Need a Lesson in Education - Evaluating LLM Performance Using Academic Rubrics

Discover how to evaluate LLM performance using academic rubrics to create objective assessment frameworks for AI systems in production environments.

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

How Reinforcement Learning Can Improve Your Agent

Discover how reinforcement learning can transform unreliable AI agents into dependable systems by designing reward signals and moving beyond frozen models to interactive teaching methods.

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

I Built a Trustworthy Voice Assistant

Discover how to design voice assistants that handle sensitive data responsibly through thoughtful interface choices, privacy-focused conversation flows, and trust-building patterns.

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

Packaging MLOps Tech Neatly for Engineers and Non-engineers

Discover how to simplify MLOps deployment with open-source platforms that work across environments, from laptops to supercomputers, making AI accessible for all teams.

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

Making Your Data Agent-Ready with EnrichMCP

Discover how to transform existing data models into agent-ready MCP servers with EnrichMCP, enabling type-checked methods for seamless agent-data interaction and production deployment.

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

Traditional vs LLM Recommender Systems - Are They Worth It?

Explore how LLMs are revolutionizing recommender systems, comparing traditional methods with AI-powered approaches, covering benefits, challenges, and hybrid solutions.

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

EDD - The Science of Improving AI Agents

Master Eval-Driven Development to systematically improve AI agents using scientific methods, LLM-based evaluations, and production feedback loops for consistent performance gains.

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

When Agents Hire Their Own Team - Inside Hypermode's Concierge

Explore how AI agents can design and deploy other agents through Hypermode's Concierge system, covering architecture patterns, real-world challenges, and production deployment lessons.

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

12-Factor Agents - Patterns of Reliable LLM Applications

Discover proven patterns for building reliable, production-ready AI agents that go beyond simple prompt-tool loops to create truly magical user experiences.

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

How Grounded Synthetic Data is Saving the Publishing Industry

Discover how synthetic data revolutionizes news publishing, protects copyright, reduces AI hallucinations, and powers the world's largest news knowledge graph for high-stakes agent tasks.

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