Infrastructure and Tooling

The Training and Evaluation Phases of Your Machine Learning Workflow

The infrastructure landscape of deep learning.
As always, please submit a pull request if any information is out of date! 
Slides
Slides for the entire module. Go to the next page for the first video!
Videos
Overview
/course-content/infrastructure-and-tooling/overview
Software Engineering
/course-content/infrastructure-and-tooling/software-engineering
Computing and GPUs
/course-content/infrastructure-and-tooling/hardware
Experiment Management
/course-content/infrastructure-and-tooling/experiment-management
Hyperparameter Tuning
/course-content/infrastructure-and-tooling/hyperparameter-tuning
All-in-one Solutions
/course-content/infrastructure-and-tooling/all-in-one-solutions
​
​

Baselines

Overview

Last updated 11 months ago