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.
Mining the Vatican Secret Archives with TensorFlow w/ Elena Nieddu - TWiML Talk #243
Exploring TensorFlow 2.0 with Paige Bailey - TWiML Talk #242
Privacy-Preserving Decentralized Data Science with Andrew Trask - TWiML Talk #241
The Unreasonable Effectiveness of the Forget Gate with Jos Van Der Westhuizen - TWiML Talk #240
Building a Recommendation Agent for The North Face with Andrew Guldman - TWiML Talk #239
Active Learning for Materials Design with Kevin Tran - TWiML Talk #238
Deep Learning in Optics with Aydogan Ozcan - TWiML Talk #237
Scaling Machine Learning on Graphs at LinkedIn with Hema Raghavan and Scott Meyer - TWiML Talk #236
Safer Exploration in Deep Reinforcement Learning using Action Priors with Sicelukwanda Zwane - TWiML Talk #235
Dissecting the Controversy around OpenAI's New Language Model - TWiML Talk #234
Human-Centered Design with Mira Lane - TWiML Talk #233
Fairness in Machine Learning with Hanna Wallach - TWiML Talk #232
AI for Healthcare with Peter Lee - TWiML Talk #231
An Optimized Recurrent Unit for Ultra-Low Power Acoustic Event Detection with Justice Amoh Jr. - TWiML Talk #230
Pathologies of Neural Models and Interpretability with Alvin Grissom II - TWiML Talk #229
AI for Earth with Lucas Joppa - TWiML Talk #228
AI for Accessibility with Wendy Chisholm - TWiML Talk #227
AI for Humanitarian Action with Justin Spelhaug - TWiML Talk #226
Teaching AI to Preschoolers with Randi Williams - TWiML Talk #225
Holistic Optimization of the LinkedIn News Feed - TWiML Talk #224
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