MLOps.community Courses

Ghostwriter - AI Writing That Learns From You

2 ratings

Explore AI-powered email writing that mimics your style and content. Learn how Ghostwriter learns from your past to create personalized, relevant emails effortlessly.

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

Automating Data Annotation with Large Language Models - Workshop 1

1 rating

Explore techniques for automating data annotation using Large Language Models. Learn workflows, result interpretation, validation, and integration into machine learning pipelines for efficient model finetuning.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

Data Labeling Best Practices for Fine-Tuning LLMs

1 rating

Discover best practices for data labeling in LLM fine-tuning. Learn strategies for hiring, data preparation, and managing labelers to enhance AI model performance.

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

Real-time Feature Generation at Lyft

Discover how Lyft processes millions of events per minute for real-time ML features, covering infrastructure evolution, latency optimization, and MLOps best practices.

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

MLflow 3.0 - The Future of AI Agents

Discover MLflow 3.0's new capabilities for building AI agents, exploring the 5 key platform components and development lifecycle changes from traditional machine learning workflows.

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

Production Ready AI Agents

Discover how to build secure, scalable AI agents with Arcade platform - covering token management, permissions, service integration, and enterprise deployment best practices.

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

Context Engineering and Agentic Search with Chroma CEO

Explore context engineering and agentic search with Chroma's CEO, covering context rot, retrieval infrastructure, and AI memory challenges in modern systems.

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

AI Self-Improvement Techniques - Training, Evaluation, and Optimization for Real-World Performance

Discover how to train, evaluate, and optimize AI agents using system prompt updates, meta-prompting, and continuous feedback techniques for real-world production performance.

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

MCP-Enabled Agents - Stress Testing and Diagnosing Multi-Tool Coordination

Explore how AI agents coordinate tools using Model Context Protocol through 101 real-world benchmark queries testing multi-step tasks and tool integration capabilities.

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

Why Agentic RAG is Worth the Hype

Explore how vector search engines power next-gen AI agents with contextual precision, memory retention, and semantic caching for smarter, real-time decision-making workflows.

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

Sub-Agent Architectures - What You Can Leverage

Discover production-grade AI agent development strategies, from drag-and-drop to chat-driven frameworks, with insights on testing, evaluation, and improving agent UI/UX.

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

The Next Evolution of AI Agents

Discover how Vast Data built an AI operating system transforming data storage, compute, and applications for large-scale AI workloads including fine-tuning, RAG, and real-time analysis.

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

How Linear Builds AI Agents

Discover how Linear builds AI agents for Slack integration, tackling context handling, workflow accuracy, and balancing AI with business logic for enhanced collaboration.

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

Building Voice Agents Just Got Easier

Explore Deepgram's innovations in voice AI, from transcription to conversational speech recognition, and discover how Flux is revolutionizing human-like voice interactions.

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

Building Robust AI Systems with Battle-tested Frameworks - Mini Summit #10

Discover strategies for robust LLM deployment in production with Boundary ML's Vaibhav Gupta and Modal's Charles Frye, covering structured prompting, error handling, and serverless Python infrastructure for AI applications.

• YouTube
• 1 hour 8 minutes
• Self-Paced
• Free Video