# Testing and Deployment

![It's useful to break down the different systems and tests necessary for a successful ML project.](https://1211841255-files.gitbook.io/~/files/v0/b/gitbook-legacy-files/o/assets%2F-M9KFMkcxAsBjLOLvBni%2F-MBaQzJSYNE5RxC8WVk1%2F-MBb2Kyq_K1D4jswqBhI%2FCleanShot%202020-07-06%20at%2019.14.01%402x.png?alt=media\&token=c787e59d-67fd-4b6e-9f1b-eeebd8f95669)

{% hint style="info" %}
As always, please [submit a pull request](https://github.com/full-stack-deep-learning/course-gitbook) if any information is out of date! 
{% endhint %}

## Slides

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

## Videos

{% content-ref url="testing-and-deployment/project-structure" %}
[project-structure](https://fall2019.fullstackdeeplearning.com/course-content/testing-and-deployment/project-structure)
{% endcontent-ref %}

{% content-ref url="testing-and-deployment/ml-test-score" %}
[ml-test-score](https://fall2019.fullstackdeeplearning.com/course-content/testing-and-deployment/ml-test-score)
{% endcontent-ref %}

{% content-ref url="testing-and-deployment/ci-testing" %}
[ci-testing](https://fall2019.fullstackdeeplearning.com/course-content/testing-and-deployment/ci-testing)
{% endcontent-ref %}

{% content-ref url="testing-and-deployment/docker" %}
[docker](https://fall2019.fullstackdeeplearning.com/course-content/testing-and-deployment/docker)
{% endcontent-ref %}

{% content-ref url="testing-and-deployment/web-deployment" %}
[web-deployment](https://fall2019.fullstackdeeplearning.com/course-content/testing-and-deployment/web-deployment)
{% endcontent-ref %}

{% content-ref url="testing-and-deployment/monitoring" %}
[monitoring](https://fall2019.fullstackdeeplearning.com/course-content/testing-and-deployment/monitoring)
{% endcontent-ref %}

{% content-ref url="testing-and-deployment/hardware-mobile" %}
[hardware-mobile](https://fall2019.fullstackdeeplearning.com/course-content/testing-and-deployment/hardware-mobile)
{% endcontent-ref %}