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- Experiment Management
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Classroom Contents
Infrastructure & Tooling - Full Stack Deep Learning - Spring 2021
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- 1 - Introduction
- 2 - The Dream vs. The Reality for ML Practitioners
- 3 - The 3 Buckets of ML Infrastructure/Tooling Landscape
- 4 - Software Engineering
- 5 - Compute Hardware
- 6 - Resource Management
- 7 - Frameworks and Distributed Training
- 8 - Experiment Management
- 9 - Hyperparameter Tuning
- 10 - "All-In-One" Solutions
- 11 - Follow us on Twitter for #ToolingTuesday! @full_stack_dl
