Advanced Lessons

Mind Blowing Fact More Docs Boosts Performance!

Avoiding the Premature Optimization Trap

Mastering CodeScans: The Secret to Bulletproof Tech

How AI Agents Are Transforming Data Analytics

The Future of AI: Long-Context RAG

Cleric AI SRE: Towards Self-healing Autonomous Software // Willem Pienaar // Agents in Production

RAG: The Future of AI Search (and Prompt Engineering) // Reading Group

The Coming Revolution of AI Agents

Small Models, Big Ideas: The Next Frontier in AI

Composable Memory for GPU Optimization // Bernie Wu // Pod #270

Partnering with Product for Effective, quality Data Ingestion & Training Data // Daniela Santisteban

AI-Powered Data Unification for Data Platforms // Shelby Heinecke // DE4AI

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

The Shift in Data Dynamics // Shiva Bhattacharjee // MLOps Podcast #260 clip

Reinvent Yourself and Be Curious // Stefano Bosisio // MLOps Podcast #264

Transforming API Output Quality with Assertions // Vikram Rangnekar // MLOps Podcast #259 clip

Exploring Long Context Language Models // MLOps Reading Group August 2024

Challenges Make MLOps Worthwhile // Nikhil Suresh // MLOps Podcast clip #250

The Variational Book // Yuri Plotkin // MLOps Podcast #253

From Auction Papers to Stealth Assessment // Aniket Singh // MLOps Podcast #248 clip

Agentic Workflow // Chinar Movsisyan // MLOps Podcast #251 clip

A Blueprint for Scalable & Reliable Enterprise AI/ML Systems // Panel // AIQCON

AI Training and Validation // Shaun Wei // MLOps Podcast #244 clip

Evaluating the Effectiveness of Large Language Models // Aniket Singh // MLOps Podcast #248