Artificial Intelligence
Past Presentations
Solving Payment Fraud and User Security with ML
Coinbase is the one of the largest digital currency exchanges in the world. We store about $1B of digital currency (bitcoin, litecoin, ether) on behalf of our users. Given the instant nature of digital currency and that it can't be reversed, we have one of the hardest payment fraud and security...
Semi-Supervised Deep Learning for Climate @ Scale
Climate change is one of the most important problems facing humanity in the 21st century. Climate simulations provide us with a unique opportunity to understand the evolution of the climate system subject to various CO2 emission scenarios. Large scale climate simulations produce 100TB-sized...
Online Learning & Custom Decision Services
We have been on a decade long quest to make online interactive learning, a routine fact of life for programmers everywhere. Online learning systems can react quickly to changes in behaviour and have wide ranging applications such as fraud detection, advertising click-through rate prediction, etc....
Automating Inventory at Stitch Fix
Stitch Fix is a personalized styling service for clothing and accessories. Items are selected by a stylist from initial personalized recommendations. The client keeps the items they love, and returns the rest, while providing detailed feedback. We use machine learning and analytics to power every...
Explaining Artificial Intelligence to Schoolchildren
In this talk, Dale will give an industry perspective on why introducing machine learning to kids is so essential, and share some of IBM’s experiences for how it can be done effectively - with some of the projects that school kids have created, and the lessons learned from these efforts.