Deep Learning Instances and Frameworks on AWS

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David Tucker

1:23:09

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00. Course Overview

00. Course Overview.mp4

01:15

01. Introduction to Deep Learning AMIs

00. Overview.mp4

01:46

01. Deep Learning on AWS.mp4

03:21

02. AWS Compute for Deep Learning.mp4

04:08

03. Deep Learning AMIs.mp4

07:14

04. Instance Types for Deep Learning.mp4

02:47

05. Summary.mp4

01:12

02. Leveraging Deep Learning AMIs

00. Overview.mp4

01:01

01. DLAMI Deep Dive.mp4

03:19

02. Launching a DLAMI Instance.mp4

06:15

03. Configuring Our DLAMI Instance.mp4

03:55

04. Leveraging Deep Learning Frameworks.mp4

08:20

05. Summary.mp4

01:11

03. Managing Deep Learning Instances

00. Overview.mp4

01:11

01. Monitoring, Upgrades, and Performance.mp4

04:07

02. Monitoring DLAMI Instances with CloudWatch.mp4

07:00

03. Elastic Inference Overview.mp4

02:29

04. Utilizing Elastic Inference with the DLAMI.mp4

09:19

05. Deep Learning Containers Overview.mp4

02:54

06. Utilizing Deep Learning Containers.mp4

09:06

07. Summary.mp4

01:19

Description

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.

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.

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Deep Learning

Amazon AWS

David Tucker

Instructor's Courses

David is a Webby Award winning cloud development consultant that focuses on cloud native web, mobile, and IoT applications. For over fifteen years as a consultant David has led custom software development on emerging platforms for companies such as FedEx, AT&T, Sony Music, Intel, Comcast, Herman Miller, Principal Financial, and Adobe (as well as many others). David regularly writes and speaks on the digital landscape with published works for O'Reilly and Lynda.com. He has written for Mashable, Smashing Magazine, and VentureBeat, and he has spoken at events like AdTech, Interop, and Adobe Max.

Pluralsight

View courses Pluralsight

Pluralsight, LLC is an American privately held online education company that offers a variety of video training courses for software developers, IT administrators, and creative professionals through its website. Founded in 2004 by Aaron Skonnard, Keith Brown, Fritz Onion, and Bill Williams, the company has its headquarters in Farmington, Utah. As of July 2018, it uses more than 1,400 subject-matter experts as authors, and offers more than 7,000 courses in its catalog. Since first moving its courses online in 2007, the company has expanded, developing a full enterprise platform, and adding skills assessment modules.