Browse Lessons

Navigating Through the Generative AI Landscape // Azin Asgarian // LLMs in Prod Conference Part 2.

Linguistically-informed LLMs Perform Better // Chris Brousseau // LLMs in Prod Conference

Building Products // Panel 3 // LLMs in Production Conference part 2

LLMs For the Rest of Us // Vikram Sreekanti & Joseph Gonzalez // LLMs in Prod Conference Part 2

Building Reliable AI Agents // Travis Fischer // LLMs in Production Conference Part 2

Foundation Models in the Modern Data Stack // Ines Chami // LLMs in Prod Conference Part 2

Wardley Mapping Prompt Engineering // Mark Craddock // LLMs in Production Conference Part 2

Create a Contextual Chatbot with LLM a Vector Database in 10 Minutes // Raahul Dutta // LLMs Part 2

Treating Prompt Engineering More Like Code // Maxime Beauchemin // MLOps Podcast #167

Building Data and ML Products // Roy Hasson & Santona Tuli // MLOps Podcast #166 short clip 1

Eliminating Garbage In/Garbage Out for Analytics and ML // Roy Hasson & Santona Tuli // Podcast #166

Tabular vs Complex Data // Sammy Sidhu // MLOps Podcast #165 short clip

It Worked When I Prompted It // Soham Chatterjee // LLMs in Production Conference Part 2

Evaluation // Panel 1 // Large Language Models in Production Conference Part 2

Evaluating LLM-based Applications // Josh Tobin // LLMs in Prod Conference Part 2

Solving LLM Data Problems // Yujian Tang // LLMs in Prod Conference Part 2

Python Power: How Daft Embeds Models and Revolutionizes Data Processing //Sammy Sidhu// Podcast #165

Stopping Hallucinations From Hurting Your LLMs // Atindriyo Sanyal // LLMs in Prod Conference Part 2

$360k Question - Understanding the LLM Economics // Nikunj Bajaj // LLMs in Production Conference

Building and Curating Datasets for RLHF and LLM Fine-tuning // Daniel Vila Suero // LLMs in Prod Con

Automating ML Infrastructure // Rob Hirschfeld // MLOps Podcast #164 short clip

Beyond the Hype: Monitoring LLMs in Production // Claire Longo // LLMs in Prod Conference Part 2

Building Production Copilots // Tristan Zajonc // LLMs in Prod Conference Part 2

Build and Customize LLMs in Less than 10 Lines of YAML // Travis Addair // LLMs in Prod Con Part 2

Embeddings and Retrieval for LLMs: Techniques and Challenges // Anton Troynikov // LLMs in Prod Con

Open Source and Fast Decision Making // Rob Hirschfeld // MLOps Podcast #164

Pitfalls and Best Practices — 5 lessons from LLMs in Production // Raza Habib // LLMs in Prod Con 2

Taking ImgFlip's 'This Meme Does Not Exist' to the Next Level with a LLM // Stefan Ojanen // LLMs

Scalable Evaluation and Serving of Open Source LLMs // Waleed Kadous // LLMs in Prod Conference

Using Vector Databases: Practical Advice for Production // Sam Partee // LLMs in Prod Conference

LLMs as Intelligent Assistants // Sarah Aerni // LLMs in Prod Conference Part 2

Large Model Training and Inference with DeepSpeed // Samyam Rajbhandari // LLMs in Prod Conference

Building LLM Applications for Production // Chip Huyen // LLMs in Prod Conference

The Emerging Toolkit for Reliable, High-quality LLM Applications // Matei Zaharia //LLMs in Prod Con

Exploring the Challenges and Potential of LLMs // Yujian Tang // MLOps Podcast #163 short clip

Democratizing AI // Yujian Tang // MLOps Podcast #163

From Arduinos to LLMs: Exploring the Spectrum of ML // Soham Chatterjee // MLOps Podcast #162

Shopify's GPT Integration

Dataframes Are All You Need: MLOps on Easy Mode // Jay Chia // MLOps Meetup #124

Leveraging Models Without Extensive Technical Know-How // Tuhin Srivastava //MLOps Podcast #161 clip

LLMs in Production Conference - Part II

Bridging the Gap: MLOps Transformations in Streamlining Model Deployment

The Long Tail of ML Deployment // Tuhin Srivastava // MLOps Podcast #161

Balancing Data Sharing Concerns: Code as the Bridge

Assessing ML Test Scores: Surveys, Interviews, and Documentation Analysis

Expanding Capabilities and Ethical Considerations of AI Models

Nurturing Effective Search Skills for Engineers in PyTorch

Importance of Clean Code // Matt Sharp // MLOps Podcast #160 short clip