Today we’re joined by Pat Woowong, principal engineer in the applied machine intelligence group at The Home Depot.
We discuss a project that Pat recently presented at the Google Cloud Next conference which used machine learning to predict shelf-out scenarios within stores. We dig into the motivation for this system and how the team went about building it, including what type of models ended up working best, how they collected their data, their use of kubernetes to support future growth in the platform, and much more.
For the complete show notes, visit twimlai.com/talk/175.
Designing Computer Systems for Software with Kunle Olukotun - TWiML Talk #211
Operationalizing Ethical AI with Kathryn Hume - TWiML Talk #210
Approaches to Fairness in Machine Learning with Richard Zemel - TWiML Talk #209
Trust and AI with Parinaz Sobhani - TWiML Talk #208
Unbiased Learning from Biased User Feedback with Thorsten Joachims - TWiML Talk #207
Language Parsing and Character Mining with Jinho Choi - TWiML Talk #206
re:Invent Roundup Roundtable 2018 with Dave McCrory and Val Bercovici - TWiML Talk #205
Knowledge Graphs and Expert Augmentation with Marisa Boston - TWiML Talk #204
ML/DL for Non-Stationary Time Series Analysis in Financial Markets and Beyond with Stuart Reid - TWiML Talk #203
Industrializing Machine Learning at Shell with Daniel Jeavons - TWiML Talk #202
Resurrecting a Recommendations Platform at Comcast with Leemay Nassery - TWiML Talk #201
Productive Machine Learning at LinkedIn with Bee-Chung Chen - TWiML Talk #200
Scaling Deep Learning on Kubernetes at OpenAI with Christopher Berner - TWiML Talk #199
Bighead: Airbnb's Machine Learning Platform with Atul Kale - TWiML Talk #198
Facebook's FBLearner Platform with Aditya Kalro - TWiML Talk #197
Geometric Statistics in Machine Learning w/ geomstats with Nina Miolane - TWiML Talk #196
Milestones in Neural Natural Language Processing with Sebastian Ruder - TWiML Talk #195
Natural Language Processing at StockTwits with Garrett Hoffman - TWiML Talk #194
Advanced Reinforcement Learning & Data Science for Social Impact with Vukosi Marivate - TWiML Talk #193
AI Ethics, Strategic Decisioning and Game Theory with Osonde Osoba - TWiML Talk #192
Create your
podcast in
minutes
It is Free
20/20
The Dropout
10% Happier with Dan Harris
World News Tonight with David Muir
NEJM This Week