Deep Learning on AWS Training

Deep Learning ILT introduces you to cloud based deep learning solutions on AWS. In this course, we will detail how deep learning is useful and explain the different concepts in deep learning. This Deep Learning on AWS Training course also teaches you how to run your models on the cloud using Amazon EC2 based Deep Learning AMI and MXNet framework. This course will help you gain a better understanding of deploying your deep learning models using AWS services like AWS Lambda, Amazon EC2 Container Service (ECS) while designing intelligent systems on AWS based on deep learning.

Deep Learning on AWS TrainingDuration: 1 day

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CUSTOMIZE It
  • We can adapt this Deep Learning on AWS course to your group’s background and work requirements at little to no added cost.
  • If you are familiar with some aspects of this Deep Learning on AWS course, we can omit or shorten their discussion.
  • We can adjust the emphasis placed on the various topics or build the Deep Learning on AWS Course around the mix of technologies of interest to you (including technologies other than those included in this outline).
  • If your background is nontechnical, we can exclude the more technical topics, include the topics that may be of special interest to you (e.g., as a manager or policy-maker), and present the Deep Learning on AWS course in manner understandable to lay audiences.
AUDIENCE/TARGET GROUP

The target audience for this Deep Learning on AWS course:

  • Developers responsible for developing DL applications
  • Developers who want to understand concepts behind deep learning and how to implement a DL solution on AWS
CLASS PREREQUISITES

The knowledge and skills that a learner must have before attending this Deep Learning on AWS course are:

  • Basic understanding of ML processes
  • Basic understanding of AWS core services like EC2 and knowledge of AWS SDK
  • Basic knowledge of a scripting language e.g. Python
Deep Learning on AWS Training - OBJECTIVES

Upon completing this Deep Learning on AWS course, learners will be able to meet these objectives:

  • Deep Learning ILT introduces you to cloud based deep learning solutions on AWS. In this course, we will detail how deep learning is useful and explain the different concepts in deep learning. This course also teaches you how to run your models on the cloud using Amazon EC2 based Deep Learning AMI and MXNet framework. This course will help you gain a better understanding of deploying your deep learning models using AWS services like AWS Lambda, Amazon EC2 Container Service (ECS) while designing intelligent systems on AWS based on deep learning.
Deep Learning on AWS Training - COURSE SYLLABUS
  • Introduction to Machine Learning
  • Introduction to Deep Learning
  • Lab 1: Spinning up Amazon Deep Learning AMI based on EC2 and preprocessing data
  • Introduction to MXNet on AWS
  • Lab 2: Running a Convolutional Neural Network model and predicting images
  • Deploying Deep Learning Workloads on AWS
  • Lab 3: Deploying Deep Learning model for predicting images using AWS Lambda
Deep Learning on AWS Training Course Wrap-Up

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