Browse Lessons

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

Generating SQL [Database Queries] from Natural Language with Yanshuai Cao - #519

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

Social Commonsense Reasoning with Yejin Choi - 518

Deep Reinforcement Learning for Game Testing at EA with Konrad Tollmar - #517

Exploring AI 2041 with Kai-Fu Lee - #516

Advancing Robotic Brains and Bodies with Daniela Rus - #515

Neural Synthesis of Binaural Speech From Mono Audio with Alexander Richard - #514

Using Brain Imaging to Improve Neural Networks with Alona Fyshe - #513

Adaptivity in Machine Learning with Samory Kpotufe - #512

A Social Scientist’s Perspective on AI with Eric Rice - #511

Applications of Variational Autoencoders and Bayesian Optimization w/ J. M. Hernández Lobato - #510

Codex, OpenAI’s Automated Code Generation API with Greg Brockman - 509

Spatiotemporal Data Analysis with Rose Yu - #508

Parallelism and Acceleration for Large Language Models with Bryan Catanzaro - #507

Applying the Causal Roadmap to Optimal Dynamic Treatment Rules with Lina Montoya - #506

Constraint Active Search for Human-in-the-Loop Optimization with Gustavo Malkomes - #505

Fairness and Robustness in Federated Learning with Virginia Smith - #504

Scaling AI at H&M Group with Errol Koolmeister - #503

Evolving AI Systems Gracefully with Stefano Soatto - #502

ML Innovation in Healthcare with Suchi Saria - #501

Cross-Device AI Acceleration, Compilation & Execution with Jeff Gehlhaar - #500

The Future of Human-Machine Interaction with Dan Bohus and Siddhartha Sen - #499

Vector Quantization for NN Compression with Julieta Martinez - #498

Deep Unsupervised Learning for Climate Informatics with Claire Monteleoni - #497

Skip-Convolutions for Efficient Video Processing with Amir Habibian - #496

Advancing NLP with Project Debater w/ Noam Slonim - #495

Bringing AI Up to Speed with Autonomous Racing w/ Madhur Behl - #494

AI and Society: Past, Present and Future with Eric Horvitz - #493

Agile Applied AI Research with Parvez Ahammad - #492

Haptic Intelligence with Katherine J. Kuchenbecker - #491

Data Science on AWS with Chris Fregly and Antje Barth - #490

Accelerating Distributed AI Applications at Qualcomm with Ziad Asghar - #489

Buy AND Build for Production Machine Learning with Nir Bar-Lev - #488

Causal Modeling in Machine Learning with Robert Ness 5/27/21

Applied AI Research at AWS with Alex Smola - #487

Reacting to Causal Models in Practice at Lyft w/ Robert Osazuwa Ness

Causal Models in Practice at Lyft with Sean Taylor - #486

Using AI to Map the Human Immune System w/ Jabran Zahid - #485

Learning Long-Time Dependencies with RNNs w/ Konstantin Rusch - #484

What the Human Brain Can Tell Us About NLP Models with Allyson Ettinger - #483

Probabilistic Numeric CNNs with Roberto Bondesan - #482

Building a Unified NLP Framework at LinkedIn with Huiji Gao - #481

Dask + Data Science Careers with Jacqueline Nolis - #480

Machine Learning for Equitable Healthcare Outcomes with Irene Chen - #479