> For the complete documentation index, see [llms.txt](https://fall2019.fullstackdeeplearning.com/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://fall2019.fullstackdeeplearning.com/course-content/testing-and-deployment.md).

# Testing and Deployment

The Testing and Deployment Phase of Your Machine Learning Workflow

![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)

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As always, please [submit a pull request](https://github.com/full-stack-deep-learning/course-gitbook) if any information is out of date! 
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## Slides

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## Videos

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[Project Structure](/course-content/testing-and-deployment/project-structure.md)
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[ML Test Score](/course-content/testing-and-deployment/ml-test-score.md)
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[CI / Testing](/course-content/testing-and-deployment/ci-testing.md)
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[Docker](/course-content/testing-and-deployment/docker.md)
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[Web Deployment](/course-content/testing-and-deployment/web-deployment.md)
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[Monitoring](/course-content/testing-and-deployment/monitoring.md)
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[Hardware/Mobile](/course-content/testing-and-deployment/hardware-mobile.md)
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