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Deep Learning Instances and Frameworks on AWS

This course will cover the launching and configuration of EC2 instances using the Deep Learning AMIs provided by AWS as well as leveraging the included deep learning frameworks.

Intermediate
1h 23m
(8)

Created by David Tucker

Last Updated Oct 13, 2025

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  • Course

Deep Learning Instances and Frameworks on AWS

This course will cover the launching and configuration of EC2 instances using the Deep Learning AMIs provided by AWS as well as leveraging the included deep learning frameworks.

Intermediate
1h 23m
(8)

Created by David Tucker

Last Updated Oct 13, 2025

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What you'll learn

Deep learning enables a new level of data analysis, but configuring custom compute resources to gain these insights can be extremely difficult. In this course, Deep Learning Instances and Frameworks on AWS, you will gain the ability to launch deep learning instances on EC2 and ECS. First, you will learn the types of Deep Learning AMIs provided by AWS. Next, you will analyze how to leverage popular deep learning frameworks on these instances. Finally, you will review how to manage and scale your deep learning activities on these instances. When you are finished with this course, you will be able to launch and utilize custom deep learning instances and leverage popular deep learning frameworks.

Deep Learning Instances and Frameworks on AWS
Intermediate
1h 23m
(8)
Table of contents

About the author
David Tucker - Pluralsight course - Deep Learning Instances and Frameworks on AWS
David Tucker
42 courses 4.7 author rating 4628 ratings

David is a Webby Award winning cloud development consultant that focuses on cloud native web, mobile, and IoT applications. He has over 15 years of experience building digital solutions.

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