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0:00 – Introduction to ML Innovation at Pinterest
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Classroom Contents
Fueling Innovation at Scale - Inside Pinterest's Machine Learning Platform
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- 1 0:00 – Introduction to ML Innovation at Pinterest
- 2 0:30 – ML Applications and Platform Overview
- 3 2:59 – Training & Inference Infrastructure
- 4 4:57 – ML Iteration Funnel: Model vs. Data
- 5 6:28 – Standardizing Model Development with MLM
- 6 9:59 – Pinterest’s Unified ML Platform Architecture
- 7 12:56 – Training Observability and Efficiency Gains
- 8 15:00 – Optimizing for Data Iteration with Ray
- 9 17:41 – New Developer Flow and Sampling Efficiency
- 10 19:13 – Key Takeaways and Closing Thoughts
