Browse Lessons

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

Advancing Hands-On Machine Learning Education with Sebastian Raschka - #565

Big Science and Embodied Learning at Hugging Face 🤗 with Thomas Wolf - #564

Full-Stack AI Systems Development with Murali Akula - #563

100x Improvements in Deep Learning Performance with Sparsity with Subutai Ahmad - #562

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

Trends in Deep Reinforcement Learning with Kamyar Azizzadenesheli - #560

Deep Reinforcement Learning at the Edge of the Statistical Precipice with Rishabh Agarwal - #559

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

Differentiable Programming for Oceanography with Patrick Heimbach - #557

Trends in Machine Learning & Deep Learning with Zachary Lipton - #556

Solving the Cocktail Party Problem with Machine Learning, w/ ‪Jonathan Le Roux - #555

Machine Learning for Earthquake Seismology with Karianne Bergen - #554

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

Building Public Interest Technology with Meredith Broussard - 552

A Universal Law of Robustness via Isoperimetry with Sebastien Bubeck - #551

Transformers for Vision Tasks

The Impact of NeRF on CV

Is It Time to Ditch ImageNet?

Trends in NLP with John Bohannon - #550

Trends in Computer Vision with Georgia Gkioxari - #549

Kids Run the Darndest Experiments: Causal Learning in Children with Alison Gopnik - #548

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

Deep Learning, Transformers, and the Consequences of Scale with Oriol Vinyals - #546

Optimization School with Dr. Mike - #545

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

Creating a Data-Driven Culture at ADP with Jack Berkowitz - #543

re:Invent Roundup 2021 with Bratin Saha - #542

Multi-modal Deep Learning for Complex Document Understanding with Doug Burdick - #541

Predictive Maintenance Using Deep Learning and Reliability Engineering with Shayan Mortazavi - #540

Building a Deep Tech Startup in NLP with Nasrin Mostafazadeh - #539

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

Four Key Tools for Robust Enterprise NLP with Yunyao Li - #537

Machine Learning at GSK with Kim Branson - #536

The Benefit of Bottlenecks in Evolving Artificial Intelligence with David Ha - #535

Facebook Abandons Facial Recognition. Should Everyone Else Follow Suit? With Luke Stark - #534

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

Attacking Malware with Adversarial Machine Learning, w/ Edward Raff - #529

Learning to Ponder: Memory in Deep Neural Networks - #528

Advancing Deep Reinforcement Learning with NetHack, w/ Tim Rocktäschel - #527

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

Deep Learning is Eating 5G. Here’s How, w/ Joseph Soriaga - #525

Modeling Human Cognition with RNNs and Curriculum Learning - Interview with Kanaka Rajan - 524

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