Browse Lessons

Essential Documentation Elements for Startups // Dave Nunez // MLOps Podcast #235 clip

Navigating the AI Frontier // Boris Selitser // MLOps Podcast #241

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

The Challenge of Establishing AI Quality Standards // Cody Peterson // MLOps podcast #234

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

From Robotics to Recommender Systems // Miguel Fierro // MLOps Podcast #240

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

Envisioning a New Era of AI Accessibility // Ryan Carson // MLOps Podcast #231 clip

AWS Trainium and Inferentia // Kamran Khan and Matthew McClean // MLOps Podcast #238

Build Reliable Systems with Chaos Engineering // Benjamin Wilms // MLOps Podcast #237

Handling Massive Machine Learning Models // Simon Karasik // MLOps podcast #228 clip

Avoiding AI POC Purgatory // Sol Rashidi // MLOps podcast #227 clip

Managing Small Knowledge Graphs for Multi-agent Systems // Tom Smoker // MLOps Podcast #236

Just when we Started to Solve Software Docs, AI Blew Everything Up // Dave Nunez // Podcast #235

Data Guardrails and Alert Systems // Chad Sanderson // MLOps podcast #226 clip

Product Thinking in Data & AI // Stuart Winter-Tear // AI in Production Conference

AI/ML Product Management // Amritha Arun Babu // AI in Production Conference

Navigating the Emerging LLMOps Stack // Hien Luu // AI in Production Conference Lightning Talk

Evaluating Quality and Improving LLM Products at Scale // Austin Bell // AI in Production Conference

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

Beyond Guess-and-Check: Towards AI-assisted Prompt Engineering // Alex Cabrera // AI in Production

No GPU Before PMF // Stanislas Polu // AI in Production Conference Lightning Talk

The Intersection of Graphs and Large Language Models // Anthony Alcaraz // AI in Production

Evaluating Language Models // Matthew Sharp // AI in Production Conference Lightning Talk

Let's Build a Website in 10 minutes with GitHub Copilot // Bryant Son // AI in Production Conference

Machine Learning beyond GenAI - Quo Vadis? // Hannes Hapke // AI in Production Conference

Mercado Libre Gateway: Challenges in GenAI Adoption and a Use Case // Lina Chaparro // AI in Prod

Ghostwriter - AI Writing That Learns From You // Jonny Dimond // AI in Production Conference

Open Standards Make MLOps Easier and Silos Harder // Cody Peterson // MLOps podcast #234

Retrieval Augmented Generation // Syed Asad // MLOps Podcast #233

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

Productionizing AI: How to Think From the End // Annie Condon // AI in Production Conference

Opportunities and Challenges of Self-Hosting LLMs // Meryem Arik // AI in Production Conference

Building AI Products across Multiple Domains: Commonalities & Non-Commonalities // Dhruv Ghulati

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

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

From A Coding Startup to AI Development in the Enterprise // Ryan Carson // MLOps Podcast #231

AI Quality in Mo's Eyes // Mohamed Elgendy // MLOps Podcast #229 clip

AI Innovations: The Power of Feature Platforms // MLOps Mini Summit #6

FedML Nexus AI: Your Generative AI Platform at Scale // Salman Avestimehr // MLOps Podcast #230

What is AI Quality? // Mohamed Elgendy // MLOps Podcast #229

AI's Struggle with Abstraction in Analogies // Shane Morris // MLOps podcast #223 clip

The Mind Behind the AI Coding Assistant // Peter Guagenti // MLOps podcast #222 clip

Streamlining Model Deployment // Daniel Lenton // AI in Production Talk

LLMOps and GenAI at Enterprise Scale - Challenges and Opportunities // Andy McMahon // AI in Prod

Data Labeling Best Practices // Charles Brecque // AI in Production Conference Lightning Talk

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

Handling Multi-Terabyte LLM Checkpoints // Simon Karasik // MLOps Podcast #228