Advanced Lessons

Benefits of Multimodal Feature Stores // Ethan Rosenthal // MLOps podcast #242 clip

AI For Good - Detecting Harmful Content at Scale // Matar Haller // MLOps Podcast #246

Quality Metrics and Tools in Michelangelo 2.0 // MLOps Podcast #239 clip 2

Unifying Systems with Uber’s Michelangelo Platform // MLOps Podcast #239 clip

AI Agents for Consumers // Shaun Wei // MLOps Podcast #244

ML and AI as Distinct Control Systems in Heavy Industrial Settings // Richard Howes // Podcast #243

Accelerating Multimodal AI // Ethan Rosenthal // MLOps Podcast #242

How to Build Production-Ready AI Models for Manufacturing // [Exclusive] LatticeFlow Roundtable

Evaluating Spotify's Multimillion Item Database // Sanket Gupta // MLOps podcast #232 clip

Uber's Michelangelo: Strategic AI Overhaul and Impact // MLOps podcast #239

Rethinking Retraining: Cost-Effective AI Solutions // Patrick Beukema // MLOps podcast #225 clip

Advances in AI Model Evaluation // Salman Avestimehr // MLOps podcast #230 clip 2

Practical Approaches to AI Adoption // Verena Weber // MLOps podcast #224 clip

RecSys at Spotify // Sanket Gupta // MLOps Podcast #232

Explaining ChatGPT to Anyone in 10 Minutes // Cameron Wolfe // AI in Production Conference

Reliable Hallucination Detection in Large Language Models // Jiaxin Zhang // AI in Production Talk

DSPy Assertions: Computational Constraints for Self-Refining LM Pipelines // Arnav Singhvi // Talk

Beyond AGI, Can AI Help Save the Planet? // Patrick Beukema // MLOps Podcast #225

Addressing Data Quality Issues // Bandish Shah and Davis Blalock // MLOps Podcast clip #219

GenAI in Production - Challenges and Trends // Verena Weber // MLOps Podcast #224

From Robotics to AI NPCs // Nyla Worker // AI in Production Talk

Introducing DBRX: The Future of Language Models // [Exclusive] Databricks Roundtable

Vision Pipelines in Production: Serving & Optimisations // Biswaroop Bhattacharjee // AI in Prod

Anatomy of a Software 3.0 Company // Sarah Guo // AI in Production Keynote