Privacy Compliant Machine Learning Models - AI PM Community Session #59
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During this session, led by Prachi Wadekar, an AI Product Manager at Pinterest, we went over the evolution of private ML models, on-device and client-side machine learning, and their benefits and limitations.
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Timestamps:
00:00:00 Introduction
00:13:24 Device Machine Learning: Safety
00:19:19 Challenges of Machine Learning
00:27:43 How to Make a Machine Learning Model More Accurate
00:31:45 How to Benchmark Machine Learning Models
00:37:05 User Signals on Social Media
00:43:20 How to Build a Small On-demand ML Model
00:47:22 The Future of Device ML
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