Intermediate Lessons

Live from TWIMLcon! Use-Case Driven ML Platforms

Foundations for ML at Scale: Where to Start in Your Organization

Why is Production ML so Hard?

Opening Address

Exploring Tradeoffs in Experiment Management as part of AI Platforms

Data Prep Ops: The Missing Piece of the MLOps Puzzle

Live from TWIMLcon! Operationalizing ML at Scale

Why and How to Build Explainability into your ML Workflow

Model as a Service for Real-Time Decisioning​

How Feature Stores Enable Operational ML

Deploying a Fraud Detection Model with a Feature Store

End-to-End ML with Cloudera Machine Learning

AI Operationalization: Where the AI Rubber Hits the Road for the Enterprise

One Flow to Rule Them All: Building the end to end ML project to production in Dataiku DSS

End-to-End ML with Dataiku DSS

Multimodal, Multi-Lingual NLP at Hugging Face with John Bohannon and Douwe Kiela - #589

Synthetic Data Generation for Robotics with Bill Vass - #588

Managing Data Labeling Ops for Success with Audrey Smith - #583

Data-Centric AI: Why This Trend Is Here To Stay (Panel)

More Language, Less Labeling with Kate Saenko - #580

Data Governance for Data Science with Adam Wood - #578

Data Rights, Quantification and Governance for Ethical AI with Margaret Mitchell - #572

Open-Source Drug Discovery with DeepChem with Bharath Ramsundar - #566

Scaling BERT and GPT for Financial Services with Jennifer Glore - #561

Designing New Energy Materials with Machine Learning with Rafael Gomez-Bombarelli - #558

The New DBfication of ML/AI with Arun Kumar - #553

Building Public Interest Technology with Meredith Broussard - 552

Transformers for Vision Tasks

The Impact of NeRF on CV

Is It Time to Ditch ImageNet?

Hypergraphs, Simplicial Complexes and Graph Representations of Complex Systems - #547

Jupyter and the Evolution of ML Tooling with Brian Granger - #544

re:Invent Roundup 2021 with Bratin Saha - #542

Models for Human-Robot Collaboration with Julie Shah - #538

Building Blocks of Machine Learning at LEGO with Francesc Joan Riera - #533

Is Facebook Really out of the Facial Recognition Game?

Exploring the FastAI Tooling Ecosystem with Hamel Husain - #532

Multi-task Learning for Melanoma Detection with Julianna Ianni - #531

House Hunters: Machine Learning at Redfin with Akshat Kaul - #530

Building Technical Communities at Stack Overflow with Prashanth Chandrasekar - #526

Do You Dare Run Your ML Experiments in Production? with Ville Tuulos - #523

Delivering Neural Speech Services at Scale with Li Jiang - #522

AI’s Legal and Ethical Implications with Sandra Wachter - 521

What are compositional models, and why are they up next? - Clips - #520

Compositional ML and the Future of Software Development with Dillon Erb - #520

Why is language the best medium for reasoning? w/ Yejin Choi - Clips - 518

Social Commonsense Reasoning with Yejin Choi - 518

Exploring AI 2041 with Kai-Fu Lee - #516