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description
The Testing and Deployment Phase of Your Machine Learning Workflow

Testing and Deployment

It's useful to break down the different systems and tests necessary for a successful ML project.

{% hint style="info" %} As always, please submit a pull request if any information is out of date! {% endhint %}

Slides

{% embed url="https://www.slideshare.net/sergeykarayev/testing-and-deployment-full-stack-deep-learning" %}

Videos

{% page-ref page="project-structure.md" %}

{% page-ref page="ml-test-score.md" %}

{% page-ref page="ci-testing.md" %}

{% page-ref page="docker.md" %}

{% page-ref page="web-deployment.md" %}

{% page-ref page="monitoring.md" %}

{% page-ref page="hardware-mobile.md" %}