Deep Learning on AWS

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Course Description

About the Course

Deep Learning on AWS is a one-day course that introduces you to cloud-based Deep Learning solutions on Amazon Web Services (AWS). The training will detail how Deep Learning is useful and explain its different concepts. This course also teaches you how to run your models on the cloud using Amazon Elastic Compute Cloud (Amazon EC2)-based Deep Learning Amazon Machine Image (AMI) and MXNet framework. In addition, you will gain a better understanding of deploying your deep learning models using AWS services like AWS Lambda and Amazon EC2 Container Service (Amazon ECS) while designing intelligent systems on AWS, based on Deep Learning.

Objectives

  • Define machine learning and Deep Learning.
  • Identify the concepts in a Deep Learning ecosystem.
  • Leverage MXNet programming framework for Deep Learning workloads
  • Fit AWS solutions for Deep Learning deployments.

Target Audience

  • Developers responsible for developing Deep Learning applications
  • Developers who want to understand concepts behind Deep Learning and how to implement a Deep Learning solution on AWS

Prerequisites

  • Required: Basic knowledge of a scripting language (e.g., Python)
  • Required: Basic understanding of AWS core services like Amazon EC2 and knowledge of AWS SDK
  • Required: Basic understanding of machine learning processes

Course Curriculum

Course # : AWS-003
Exam : Deep Learning on AWS

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