📄 Research Papers Explained

The latest AI papers broken down — attention, RLHF, diffusion, MoE and more

All ▶ YouTube 200,970 📚 Coursera 18,181 🎤 TED 1

MCP-Enabled Agents

Research Papers Explained

MCP-Enabled Agents

MLOps.community Beginner 4mo ago

Building Multi-Player AI Systems (and why it’s SO hard)

Research Papers Explained

Building Multi-Player AI Systems (and why it’s SO hard)

MLOps.community Intermediate 6mo ago

A-MEM: Agentic Memory for LLM Agents // April Reading Group

Research Papers Explained

A-MEM: Agentic Memory for LLM Agents // April Reading Group

MLOps.community Beginner 11mo ago

Tension between Platform teams and Data scientists

Research Papers Explained

Tension between Platform teams and Data scientists

MLOps.community Intermediate 11mo ago

AI Agents: The Future of ML Engineering?

Research Papers Explained

AI Agents: The Future of ML Engineering?

MLOps.community Beginner 1y ago

Unleashing Unconstrained News Knowledge Graphs to Combat Misinformation // Robert Caulk // #279

Research Papers Explained

Unleashing Unconstrained News Knowledge Graphs to Combat Misinformation // Robert Caulk // #279

MLOps.community Intermediate 1y ago

The Hidden Secrets of PyTorch

Research Papers Explained

The Hidden Secrets of PyTorch

MLOps.community Intermediate 1y ago

PyTorch for Control Systems and Decision Making // Vincent Moens // MLOps Podcast #276

Research Papers Explained

PyTorch for Control Systems and Decision Making // Vincent Moens // MLOps Podcast #276

MLOps.community Intermediate 1y ago

Common ML Serving Architectures Explained

Research Papers Explained

Common ML Serving Architectures Explained

MLOps.community Beginner 1y ago

Ax a New Way to Build Complex Workflows with LLMs // Vikram Rangnekar // MLOps Podcast #259

Research Papers Explained

Ax a New Way to Build Complex Workflows with LLMs // Vikram Rangnekar // MLOps Podcast #259

MLOps.community Beginner 1y ago

Visualize - Bringing Structure to Unstructured Data // Markus Stoll // MLOps Podcast #258

Research Papers Explained

Visualize - Bringing Structure to Unstructured Data // Markus Stoll // MLOps Podcast #258

MLOps.community Intermediate 1y ago

Exploring Long Context Language Models // MLOps Reading Group August 2024

Research Papers Explained

Exploring Long Context Language Models // MLOps Reading Group August 2024

MLOps.community Advanced 1y ago

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

Research Papers Explained

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

MLOps.community Advanced 1y ago

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

Research Papers Explained

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

MLOps.community Beginner 1y ago

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

Research Papers Explained

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

MLOps.community Intermediate 1y ago

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

Research Papers Explained

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

MLOps.community Advanced 1y ago

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

Research Papers Explained

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

MLOps.community Beginner 1y ago

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

Research Papers Explained

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

MLOps.community Advanced 1y ago

From Research to Production: Fine-Tuning & Aligning LLMs // Philipp Schmid // AI in Production

Research Papers Explained

From Research to Production: Fine-Tuning & Aligning LLMs // Philipp Schmid // AI in Production

MLOps.community Intermediate 2y ago

The Art and Science of Training LLMs // Bandish Shah and Davis Blalock // MLOps Podcast #219

Research Papers Explained

The Art and Science of Training LLMs // Bandish Shah and Davis Blalock // MLOps Podcast #219

MLOps.community Advanced 2y ago

[Exclusive] Zilliz Roundtable // Why Purpose-built Vector Databases Matter for Your Use Case

Research Papers Explained

[Exclusive] Zilliz Roundtable // Why Purpose-built Vector Databases Matter for Your Use Case

MLOps.community Advanced 2y ago

LLM Use Cases in Production // AI in Production Conference // Panel 1

Research Papers Explained

LLM Use Cases in Production // AI in Production Conference // Panel 1

MLOps.community Beginner 2y ago

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

Research Papers Explained

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

MLOps.community Beginner 2y ago

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

Research Papers Explained

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

MLOps.community Beginner 2y ago

The Evolution of Foundation Models and the Complexity of Automation

Research Papers Explained

The Evolution of Foundation Models and the Complexity of Automation

MLOps.community Advanced 3y ago

The Challenges of Productionizing Machine Learning in the Era of Big Models

Research Papers Explained

The Challenges of Productionizing Machine Learning in the Era of Big Models

MLOps.community Advanced 3y ago

The Importance of Domain Experts in Creating Stress Tests

Research Papers Explained

The Importance of Domain Experts in Creating Stress Tests

MLOps.community Advanced 3y ago

Exploring Customer Needs for Electric Vehicles through Twitter Data Mining #shorts

Research Papers Explained

Exploring Customer Needs for Electric Vehicles through Twitter Data Mining #shorts

MLOps.community Beginner 3y ago

Navigating the Management Side of Machine Learning Research #shorts

Research Papers Explained

Navigating the Management Side of Machine Learning Research #shorts

MLOps.community Intermediate 3y ago

The Hype and Realities of Machine Learning #shorts

Research Papers Explained

The Hype and Realities of Machine Learning #shorts

MLOps.community Beginner 3y ago

Accelerating Data Centric Development with GPT-3: Smaller and Cheaper Deployment Models

Research Papers Explained

Accelerating Data Centric Development with GPT-3: Smaller and Cheaper Deployment Models

MLOps.community Beginner 3y ago

The Adaptation Gap: Bridging the Gap between Generalist and Specialized Models

Research Papers Explained

The Adaptation Gap: Bridging the Gap between Generalist and Specialized Models

MLOps.community Beginner 3y ago

Foundational Models are the Future but... with Alex Ratner CEO of Snorkel AI // MLOps Podcast #139

Research Papers Explained

Foundational Models are the Future but... with Alex Ratner CEO of Snorkel AI // MLOps Podcast #139

MLOps.community Beginner 3y ago

Machine Learning Operations — What is it and Why Do We Need It? // Niklas Kühl // MLOps Podcast #137

Research Papers Explained

Machine Learning Operations — What is it and Why Do We Need It? // Niklas Kühl // MLOps Podcast #137

MLOps.community Beginner 3y ago

MLOps for Ad Platforms // Andrew Yates // MLOps Coffee Sessions #130

Research Papers Explained

MLOps for Ad Platforms // Andrew Yates // MLOps Coffee Sessions #130

MLOps.community Beginner 3y ago

Turning Redis into a Composable, ML Data Platform // Samuel Partee // Coffee Sessions #111

Research Papers Explained

Turning Redis into a Composable, ML Data Platform // Samuel Partee // Coffee Sessions #111

MLOps.community Advanced 3y ago

Labeled Datasets that Correct Themselves Automatically // Curtis Northcutt // Coffee Sessions #105

Research Papers Explained

Labeled Datasets that Correct Themselves Automatically // Curtis Northcutt // Coffee Sessions #105

MLOps.community Beginner 3y ago

Uber’s Real-Time Ad Processing System // System Design Review

Research Papers Explained

Uber’s Real-Time Ad Processing System // System Design Review

MLOps.community Beginner 3y ago

Practitioners Guide to MLOps // Donna Schut and Christos Aniftos // Coffee Sessions #82

Research Papers Explained

Practitioners Guide to MLOps // Donna Schut and Christos Aniftos // Coffee Sessions #82

MLOps.community Beginner 4y ago

Building for Small Data Science Teams // James Lamb // MLOps Coffee Sessions #69

Research Papers Explained

Building for Small Data Science Teams // James Lamb // MLOps Coffee Sessions #69

MLOps.community Intermediate 4y ago

Federated Learning / Distributed Learning // Sahbi Chaieb // Coffee #51 short clip

Research Papers Explained

Federated Learning / Distributed Learning // Sahbi Chaieb // Coffee #51 short clip

MLOps.community Advanced 4y ago

ML Security: Why should you care? // Sahbi Chaieb // MLOps Coffee Sessions #51

Research Papers Explained

ML Security: Why should you care? // Sahbi Chaieb // MLOps Coffee Sessions #51

MLOps.community Advanced 4y ago

Underspecification Paper Key Takeaways // D. Sculley // MLOps Clips

Research Papers Explained

Underspecification Paper Key Takeaways // D. Sculley // MLOps Clips

MLOps.community Advanced 4y ago

The Godfather Of MLOps // D. Sculley // MLOps Coffee Sessions #32

Research Papers Explained

The Godfather Of MLOps // D. Sculley // MLOps Coffee Sessions #32

MLOps.community Advanced 5y ago

What’s changed in the MLOps ecosystem? Explained by the Godfather of MLOps // Coffee Session Clip

Research Papers Explained

What’s changed in the MLOps ecosystem? Explained by the Godfather of MLOps // Coffee Session Clip

MLOps.community Advanced 5y ago

Ep#9 - Private data Data Science friendly

Research Papers Explained

Ep#9 - Private data Data Science friendly

MLOps.community Beginner 5y ago

Ep#3 - AI an ethical dilemmas

Research Papers Explained

Ep#3 - AI an ethical dilemmas

MLOps.community Beginner 5y ago

MLOps #37 When You Say Data Scientist Do You Mean Data Engineer? Lessons Learned From Startup Life

Research Papers Explained

MLOps #37 When You Say Data Scientist Do You Mean Data Engineer? Lessons Learned From Startup Life

MLOps.community Beginner 5y ago