Beginner Lessons

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Fostering Connections and Careers with MLOps Community // Demetrios Brinkmann // Podcast #220 clip

Accelerate ML Production with Agents // Salma Mayorquin // AI in Production Conference

Making Sense of LLMOps // Maria Vechtomova & Başak Tuğçe Eskili // AI in Production Conference

Simplicity and Metrics // Sam Bean // MLOps podcast #217 clip