Intermediate Lessons

How a Global Energy Company Adopts ML & AI with Nicholas Osborn - #150

Checking in with the Master with Garry Kasparov - #140

Tensor Operations for Machine Learning with Anima Anandkumar - #142

Kinds of Intelligence: Types, Tests & Meeting the Needs of Society with Jose Hernandez-Orallo - #137

Differential Privacy at Bluecore with Zahi Karam - #133

Autonomous Aerial Guidance, Navigation and Control Systems with Christopher Lum - #129

Information Extraction from Natural Document Formats with David Rosenberg - #126

Human-in-the-Loop AI for Emergency Response & More with Rob Munro - #125

Reproducibility and the Philosophy of Data with Clare Gollnick - #121

Surveying the Connected Car Landscape with GK Senthil - #120

Machine Learning Platforms at Uber with Mike Del Balso - #115

Inverse Programming for Deeper AI with Zenna Tavares, w/ Zenna Tavares - #114

Classical Machine Learning for Infant Medical Diagnosis with Charles Onu - #112

Data Science for Poaching Prevention and Disease Treatment with Nyalleng Moorosi - #109

Peering into the Home with Aerial.ai's Wifi Motion Analytics, w/ Michel A. & Negar G. - #107

Machine Learning for Signal Processing Applications with Stuart Feffer & Brady Tsai - #105

Deep Learning for 3D Sensors and Cameras in Lighthouse with Alex Teichman - #103

Composing Graphical Models With Neural Networks, w/ David Duvenaud - #96

Philosophy of Intelligence with Matthew Crosby - #91

AI at the NASA Frontier Development Lab - #89

Using Deep Learning and Google Street View to Estimate Demographics with Timnit Gebru - #88

Real-Time Machine Learning in the Database with Nikita Shamgunov - #84

Block-Sparse Kernels for Deep Neural Networks with Durk Kingma - #80

AI for Customer Service and Marketing at Aeromexico with Brian Gross - #79

Exploring Black Box Predictions with Sam Ritchie - #73

Building Conversational Interfaces for Financial Services with Kenneth Conroy - #61

Fighting Fraud with Machine Learning at Shopify with Solmaz Shahalizadeh - #60

AI in the Enterprise Panel

Ray:A Distributed Computing Platform for Reinforcement Learning with Ion Stoica -#55

ML Use Cases at Think Big Analytics with Mo Patel & Laura Frølich - #54

Topological Data Analysis with Gunnar Carlsson - #53

Jennifer Prendki Interview - Agile Machine Learning - TWiML Talk #46

LSTMs, Plus a Deep Learning History Lesson with Jürgen Schmidhuber - #44

Web Scale Engineering for Machine Learning with Sharath Rao - #40

Intel Nervana Update + Productizing AI Research with Naveen Rao and Hanlin Tang - #31

Building AI Products with Hilary Mason - #11

Generating Labeled Training Data for Your ML/AI Models with Angie Hugeback - #6

How to Build Confidence as an ML Developer with Siraj Raval - #2