Browse Lessons

Harnessing AI APIs for Safer, Accurate, & Reliable Applications // Ron Heichman //MLOps Podcast #252

Balancing Speed and Safety // Panel // AIQCON

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

Reliable LLM Products, Fueled by Feedback // Chinar Movsisyan // MLOps Podcast #251

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

Mastering Software Engineering for Data Scientists // Catherine Nelson // MLOps podcast #245 clip

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

AI Operations Without Fundamental Engineering Discipline // Nikhil Suresh // MLOps Podcast #250

AI in Healthcare // Eric Landry // MLOps Podcast #249

Why Startups Must Prioritize Data Privacy in the Age of AI // David Weik // Podcast #247 shorts

Generative AI Governance Emerging // Sophia Rowland // MLOps Podcast #247 clip

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

Extending AI: From Industry to Innovation // Sophia Rowland & David Weik // MLOps Podcast #247

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

Tips to Prevent Prompt Injection & Toxicity // Boris Selitser // MLOps Podcast #241 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

All Data Scientists Should Learn Software Engineering Principles // Catherine Nelson // Podcast #245

AB Testing for Optimal ROI // Miguel Fierro // MLOps Podcast #240 clip

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

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

Understanding Trainium and Inferentia // Kamran Khan and Matthew McClean // MLOps podcast #238 clip

Trusting Chaos Tools in Complex Systems // Benjamin Wilms // MLOps podcast #237 clip

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

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

The Role of Knowledge Graphs in Enhancing AI Determinism // Tom Smoker // MLOps podcast #236 clip

Fresh Data, Smart Retrieval: Milvus & Jina CLIP Explained // MLOps Mini Summit #7

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