Company: Pluralsight Author: David Tucker Full Title: Deep Learning Instances And Frameworks On AWS Year: 2019 Language: English Genre: Educational: Cloud computing Skill Level: Intermediate Price: - - Files: MP4 (+ Exercise Files, Slides .PDF, Subtitles .SRT) Time: 01:23:09 Video: AVC, 1280 x 720 (1.778) at 30.000 fps, 200 kbps Audio: AAC at 96 Kbps, 2 channels, 48.0 KHz 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. Lessons: 1. Course Overview 01. Course Overview 2. Introduction to Deep Learning AMIs 02. Overview 03. Deep Learning on AWS 04. AWS Compute for Deep Learning 05. Deep Learning AMIs 06. Instance Types for Deep Learning 07. Summary 3. Leveraging Deep Learning AMIs 08. Overview 09. DLAMI Deep Dive 10. Launching a DLAMI Instance 11. Configuring Our DLAMI Instance 12. Leveraging Deep Learning Frameworks 13. Summary 4. Managing Deep Learning Instances 14. Overview 15. Monitoring, Upgrades, and Performance 16. Monitoring DLAMI Instances with CloudWatch 17. Elastic Inference Overview 18. Utilizing Elastic Inference with the DLAMI 19. Deep Learning Containers Overview 20. Utilizing Deep Learning Containers 21. Summary Our members see more. Join us! ------------- Our members see more. Join us!
