# Infrastructure and Tooling

![The infrastructure landscape of deep learning.](https://1211841255-files.gitbook.io/~/files/v0/b/gitbook-legacy-files/o/assets%2F-M9KFMkcxAsBjLOLvBni%2F-MBaQzJSYNE5RxC8WVk1%2F-MBb1khz_g-amaX3OdXC%2FCleanShot%202020-07-06%20at%2019.11.29%402x.png?alt=media\&token=bd5cc37f-58f8-4b7b-8369-f4036dbbfb65)

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please [submit a pull request](https://github.com/full-stack-deep-learning/course-gitbook) if any information is out of date!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

{% embed url="<https://www.slideshare.net/sergeykarayev/infrastructure-and-tooling-full-stack-deep-learning>" %}
Slides for the entire module. Go to the next page for the first video!
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## Videos

{% content-ref url="infrastructure-and-tooling/overview" %}
[overview](https://fall2019.fullstackdeeplearning.com/course-content/infrastructure-and-tooling/overview)
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{% content-ref url="infrastructure-and-tooling/software-engineering" %}
[software-engineering](https://fall2019.fullstackdeeplearning.com/course-content/infrastructure-and-tooling/software-engineering)
{% endcontent-ref %}

{% content-ref url="infrastructure-and-tooling/hardware" %}
[hardware](https://fall2019.fullstackdeeplearning.com/course-content/infrastructure-and-tooling/hardware)
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{% content-ref url="infrastructure-and-tooling/experiment-management" %}
[experiment-management](https://fall2019.fullstackdeeplearning.com/course-content/infrastructure-and-tooling/experiment-management)
{% endcontent-ref %}

{% content-ref url="infrastructure-and-tooling/hyperparameter-tuning" %}
[hyperparameter-tuning](https://fall2019.fullstackdeeplearning.com/course-content/infrastructure-and-tooling/hyperparameter-tuning)
{% endcontent-ref %}

{% content-ref url="infrastructure-and-tooling/all-in-one-solutions" %}
[all-in-one-solutions](https://fall2019.fullstackdeeplearning.com/course-content/infrastructure-and-tooling/all-in-one-solutions)
{% endcontent-ref %}