Browse Lessons

Authoring Interactive, Shareable AI Evaluation Reports with Zeno // Alex Cabrera // LLMs III Talk

The State of Open Source AI: Deployment Engines, Licences, & Hardware // Casper da Costa-Luis // LT

Evaluating LLMs for AI Risk // Finn Howell // LLMs in Production Conference III Lightning Talk

Behind the Scenes : The Challenges on Building AI Applications // Yuze Ma // LLMs III Lightning Talk

Impact of LLMs on the Tech Stack and Product Development // Anand Das // MLOps Podcast #188

GenAI: An Unreliable Information Store // Noble Ackerson // LLMs in Production Conference III Talk

AI Squared: Breaking LLMs out of the Chat Application // Benjamin Harvey // LLMs III Talk

Speed and Sensibility: Balancing Latency and UX in Generative AI // Julia Kroll // LLMs III LT

Product Engineering for LLMs // LLMs in Production Conference Part III // Panel 2

Product Strategy for LLM features when LLM isn’t your Product // Harini Kannan // LLMs III LT

Finetuning LLMs // Greg Diamos // LLMs in Production Conference III Lightning Talk

TimeGPT: The First Foundation Model for Time Series // Azul Garza // LLMs III Lightning Talk

Building RAG-based LLM Applications for Production // Philipp Moritz & Yifei Feng // LLMs III Talk

Building Effective Products with GenAI // Faizaan Charania // MLOps Podcast #187

Deploying LLMs on Structured Data Tasks: Lessons from the Trenches // Laurel Orr // LLMs III Talk

False Starts and Dead Ends: Building a Retrieval Augmented Generation System // Wes Ladd // LLMs III

Synthetic Data for Robust LLM Application Evaluation // Shahul Es // LLMs III Lightning Talk

Assess the Value and Feasibility of LLM Use Cases with a Checklist // Rens Dimmendaal & Eva Bosma

Feature Infrastructure // Mike Del Balso & Josh Wills // MLOps Podcast # 186 clip

Current State of LLMs in Production // Apurva Misra // LLMs III Lightning Talk

From Building Self-driving Cars to Building LLM Applications // Effy Zhang //LLMs III Lightning Talk

Addressing Privacy and the GDPR in LLM Applications // Pieter Luitjens // LLMs III Lightning Talk

Data Quality’s Impact on Large Language Models // Mona Rakibe & Maxim Lukichev // LLMs III Talk

Exploring Trade-Offs in MLOps // Richa Sachdev // MLOps Podcast #184 clip

The Future of Feature Stores and Platforms // Mike Del Balso & Josh Wills // MLOps Podcast # 186

Lessons on Data Teams Leadership // Luigi Patruno // MLOps Podcast #185

Efficient Serving of LLMs for Experimentation and Production with Fireworks.ai // Dmytro Dzhulgakov

LLM Valley // Lilly Chen // LLMs in Production Conference III Lightning Talk

Building Context-Aware Reasoning Applications with LangChain and LangSmith // Harrison Chase // LLM3

LLMs in Production at GetYourGuide // Meghana Satish & Tina Treimane // LLMs III Talk

Insights on Real-Time ML and Its Impact on Traffic Predictions // Ketan Umare // Podcast clip #183

The Truth About AI Agents // Silen Naihin // LLMS in Production Conference III Talk 7

Amplifying Impact with Generative AI: Insights from 10,000 Colleagues // Paul van der Boor // Talk 4

Exploring the Latency/Throughput & Cost Space for LLM Inference // Timothée Lacroix // CTO Mistral

Rituals & Best Practices // Jean Machado, Meghana Satish, Olivia Houghton, Theodore Meynard // clip

Translating Business Goals into Product Decisions // Richa Sachdev // MLOps Podcast #184

Using Product Analytics to Build Better LLM Applications // Henry Scott-Green // Lightning Talk 6

Observability for LLMs // Phillip Carter // LLMs in Production Conference Lightning Talk 4

Unlocking Real-World LLM Use Cases // Hamsa Buvaraghan // LLMs in Prod Con Part III Lightning Talk 5

MLOps vs ML Orchestration // Ketan Umare // MLOps Podcast #183

AI in Education Fireside Chat // LLMs in Production Conference 3

Automating Data Annotation with LLMs // LLMs in Production Conference 3 Workshop1

AI Safety: Balancing Control and Equalization? // Kyle Harrison // MLOps Podcast 181 clip

Maximizing the Potential of Deep Learning in Tabular Data Analysis // Sachin Abeywardana //#180 clip

What Drives GenAI Development in the Next 3 Years // Euro Beinat // LLMs in Production Conference 3

Fireside Chat with LLM Startups // LLMs in Production Conference 3

Finetuning Open-Source LLMs // Sebastian Raschka // LLMs in Production Conference 3 Keynote 1

MLOps@GetYourGuide // Jean Machado, Meghana Satish, Olivia Houghton, Theodore Meynard// Podcast #182