Advanced Lessons

AI for Athlete Optimization with Sinead Flahive - #155

Cardiologist-Level Arrhythmia Detection w/ Convolutional Neural Networks - Meetup #9 - June 2018

Deep Gradient Compression for Distributed Training with Song Han - #146

Masked Autoregressive Flow for Density Estimation with George Papamakarios - #145

Training Data for Computer Vision at Figure Eight with Qazaleh Mirsharif - #144

Deep Learning for Live-Cell Imaging with David Van Valen - #141

Practical Deep Learning with Rachel Thomas - #138

Scalable Differential Privacy for Deep Learning with Nicolas Papernot - #134

Optimal Transport and Machine Learning with Marco Cuturi - #131

Predicting Cardiovascular Risk Factors from Eye Images with Ryan Poplin - #122

Adversarial Attacks Against Reinforcement Learning Agents with Ian Goodfellow & Sandy Huang - #119

Learning Active Learning from Data with Ksenia Konyushkova - #116

TWiML Online Meetup #5 - January 2018

A Linear-Time Kernel Goodness-of-Fit Test - NIPS Best Paper '17

Separating Vocals in Recorded Music at Spotify with Eric Humphrey - #98

Accelerating Deep Learning with Mixed Precision Arithmetic, w/ Greg Diamos - #97

Neuroevolution: Evolving Novel Neural Network Architectures with Kenneth Stanley - #94

Understanding Deep Learning Requires Rethinking Generalization - TWiML Online Meetup - Dec 2017

Scaling AI for the Enterprise with Mazin Gilbert - #78

Scaleable Distributed Deep Learning with Hillery Hunter - #77

Robotics at OpenAI with Jonas Schneider - #76

Towards Artificial General Intelligence with Greg Brockman - #74

Modeling Human Drivers for Autonomous Driving with Katie Driggs-Campbell - #59

Learning From Simulated & Unsupervised Images through Adversarial Training - TWiML Online Meetup

Deep Learning for Warehouse Operations with Calvin Seward - #38

Robotic Perception and Control with Chelsea Finn - #29

Reinforcement Learning Deep Dive with Pieter Abbeel - #28

Intelligent Autonomous Robots with Ilia Baranov - #27

Deep Neural Nets for Visual Recognition with Matt Zeiler - #22

Scaling Deep Learning: Systems Challenges & More with Shubho Sengupta - #14

Understanding Deep Neural Networks with Dr. James McCaffery - #13