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.
Vision Systems for Planetary Landers and Drones with Larry Matthies - TWiML Talk #171
Learning Semantically Meaningful and Actionable Representations with Ashutosh Saxena - TWiML Talk #170
AI Innovation for Clinical Decision Support with Joe Connor - TWiML Talk #169
Dynamic Visual Localization and Segmentation with Laura Leal-Taixé -TWiML Talk #168
Conversational AI for the Intelligent Workplace with Gillian McCann - TWiML Talk #167
Computer Vision and Intelligent Agents for Wildlife Conservation with Jason Holmberg - TWiML Talk #166
Pragmatic Deep Learning for Medical Imagery with Prashant Warier - TWiML Talk #165
Taskonomy: Disentangling Transfer Learning for Perception (CVPR 2018 Best Paper Winner) with Amir Zamir - TWiML Talk #164
Predicting Metabolic Pathway Dynamics w/ Machine Learning with Zak Costello - TWiML Talk #163
Machine Learning to Discover Physics and Engineering Principles with Nathan Kutz - TWiML Talk #162
Automating Complex Internal Processes w/ AI with Alexander Chukovski - TWiML Talk #161
Designing Better Sequence Models with RNNs with Adji Bousso Dieng - TWiML Talk #160
Love Love: AI and ML in Tennis with Stephanie Kovalchik - TWiML Talk #159
Growth Hacking Sports w/ Machine Learning with Noah Gift - TWiML Talk #158
Fine-Grained Player Prediction in Sports with Jennifer Hobbs - TWiML Talk #157
Targeted Ticket Sales Using Azure ML with the Trail Blazers w/ Mike Schumacher & Chenhui Hu - TWiML Talk #156
AI for Athlete Optimization with Sinead Flahive - TWiML Talk #155
Omni-Channel Customer Experiences with Vince Jeffs - TWiML Talk #154
Workforce Intelligence for Automation & Productivity with Michael Kempe - TWiML Talk #153
Data Platforms for Decision Automation at Scotiabank with Jim Saleh - TWiML Talk #152
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