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PluralSight - Deep Learning Instances And Frameworks On AWS
TORRENT SUMMARY
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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.
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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FILE LIST
Filename
Size
~Get Your Files Here !/01. Course Overview/01. Course Overview.mp4
2.7 MB
~Get Your Files Here !/01. Course Overview/01. Course Overview.srt
1.9 KB
~Get Your Files Here !/02. Introduction to Deep Learning AMIs/01. Overview.mp4
2.6 MB
~Get Your Files Here !/02. Introduction to Deep Learning AMIs/01. Overview.srt
3.5 KB
~Get Your Files Here !/02. Introduction to Deep Learning AMIs/02. Deep Learning on AWS.mp4
4.7 MB
~Get Your Files Here !/02. Introduction to Deep Learning AMIs/02. Deep Learning on AWS.srt
7.2 KB
~Get Your Files Here !/02. Introduction to Deep Learning AMIs/03. AWS Compute for Deep Learning.mp4
5.9 MB
~Get Your Files Here !/02. Introduction to Deep Learning AMIs/03. AWS Compute for Deep Learning.srt
7.9 KB
~Get Your Files Here !/02. Introduction to Deep Learning AMIs/04. Deep Learning AMIs.mp4
9.7 MB
~Get Your Files Here !/02. Introduction to Deep Learning AMIs/04. Deep Learning AMIs.srt
14.3 KB
~Get Your Files Here !/02. Introduction to Deep Learning AMIs/05. Instance Types for Deep Learning.mp4
3.7 MB
~Get Your Files Here !/02. Introduction to Deep Learning AMIs/05. Instance Types for Deep Learning.srt
5.1 KB
~Get Your Files Here !/02. Introduction to Deep Learning AMIs/06. Summary.mp4
1.7 MB
~Get Your Files Here !/02. Introduction to Deep Learning AMIs/06. Summary.srt
2.3 KB
~Get Your Files Here !/02/introduction-to-deep-learning-amis-slides.pdf
889.6 KB
~Get Your Files Here !/03. Leveraging Deep Learning AMIs/01. Overview.mp4
1.5 MB
~Get Your Files Here !/03. Leveraging Deep Learning AMIs/01. Overview.srt
2.1 KB
~Get Your Files Here !/03. Leveraging Deep Learning AMIs/02. DLAMI Deep Dive.mp4
4.6 MB
~Get Your Files Here !/03. Leveraging Deep Learning AMIs/02. DLAMI Deep Dive.srt
6.2 KB
~Get Your Files Here !/03. Leveraging Deep Learning AMIs/03. Launching a DLAMI Instance.mp4
25.4 MB
~Get Your Files Here !/03. Leveraging Deep Learning AMIs/03. Launching a DLAMI Instance.srt
12.7 KB
~Get Your Files Here !/03. Leveraging Deep Learning AMIs/04. Configuring Our DLAMI Instance.mp4
8.9 MB
~Get Your Files Here !/03. Leveraging Deep Learning AMIs/04. Configuring Our DLAMI Instance.srt
8.1 KB
~Get Your Files Here !/03. Leveraging Deep Learning AMIs/05. Leveraging Deep Learning Frameworks.mp4
31.2 MB
~Get Your Files Here !/03. Leveraging Deep Learning AMIs/05. Leveraging Deep Learning Frameworks.srt
16.9 KB
~Get Your Files Here !/03. Leveraging Deep Learning AMIs/06. Summary.mp4
1.6 MB
~Get Your Files Here !/03. Leveraging Deep Learning AMIs/06. Summary.srt
2.3 KB
~Get Your Files Here !/03/demos/module3_instance_configuration.md
1.4 KB
~Get Your Files Here !/03/leveraging-deep-learning-amis-slides.pdf
433.8 KB
~Get Your Files Here !/04. Managing Deep Learning Instances/01. Overview.mp4
1.8 MB
~Get Your Files Here !/04. Managing Deep Learning Instances/01. Overview.srt
2.4 KB
~Get Your Files Here !/04. Managing Deep Learning Instances/02. Monitoring, Upgrades, and Performance.mp4
6 MB
~Get Your Files Here !/04. Managing Deep Learning Instances/02. Monitoring, Upgrades, and Performance.srt
7.9 KB
~Get Your Files Here !/04. Managing Deep Learning Instances/03. Monitoring DLAMI Instances with CloudWatch.mp4
24.8 MB
~Get Your Files Here !/04. Managing Deep Learning Instances/03. Monitoring DLAMI Instances with CloudWatch.srt
14.1 KB
~Get Your Files Here !/04. Managing Deep Learning Instances/04. Elastic Inference Overview.mp4
4.1 MB
~Get Your Files Here !/04. Managing Deep Learning Instances/04. Elastic Inference Overview.srt
4.8 KB
~Get Your Files Here !/04. Managing Deep Learning Instances/05. Utilizing Elastic Inference with the DLAMI.mp4
26.3 MB
~Get Your Files Here !/04. Managing Deep Learning Instances/05. Utilizing Elastic Inference with the DLAMI.srt
18.9 KB
~Get Your Files Here !/04. Managing Deep Learning Instances/06. Deep Learning Containers Overview.mp4
4.3 MB
~Get Your Files Here !/04. Managing Deep Learning Instances/06. Deep Learning Containers Overview.srt
5.9 KB
~Get Your Files Here !/04. Managing Deep Learning Instances/07. Utilizing Deep Learning Containers.mp4
28.2 MB
~Get Your Files Here !/04. Managing Deep Learning Instances/07. Utilizing Deep Learning Containers.srt
19 KB
~Get Your Files Here !/04. Managing Deep Learning Instances/08. Summary.mp4
1.8 MB
~Get Your Files Here !/04. Managing Deep Learning Instances/08. Summary.srt
2.7 KB
~Get Your Files Here !/04/demos/Exercise Files/DeepLearningContainers.md
2.9 KB
~Get Your Files Here !/04/demos/Exercise Files/MonitoringDLAMIInstancesWithCloudWatch.md
1.9 KB
~Get Your Files Here !/04/demos/Exercise Files/UtilizingElasticInference.md
4.6 KB
~Get Your Files Here !/04/managing-deep-learning-instances-slides.pdf
