Course Catalog
Deep Learning on AWS
Code: Deep Learn
Duration: 1 Day
$695 USD

OVERVIEW

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.

This course includes AWS Training Exclusives.  Learn more!
DELIVERY FORMAT

This course is available in the following formats:

Virtual Classroom

Duration: 1 Day
Classroom

Duration: 1 Day

CLASS SCHEDULE
Call 800-798-3901 to enroll in this class!

GOALS
  • 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.
OUTLINE

  • Introduction to Machine Learning
  • Introduction to Deep Learning
  • Lab 1: Setting up a Deep Learning AMI instance and running a multilayer perceptron model
  • Introduction to MXNet on AWS
  • Lab 2: Running a convolutional neural network model and predicting images on CIFAR-10 dataset
  • Deploying Deep Learning Workloads on AWS
  • Lab 3: Deploying a Deep Learning model for predicting images using AWS Lambda
  • Introduction to Machine Learning
  • Introduction to Deep Learning
  • Lab 1: Setting up a Deep Learning AMI instance and running a multilayer perceptron model
  • Introduction to MXNet on AWS
  • Lab 2: Running a convolutional neural network model and predicting images on CIFAR-10 dataset
  • Deploying Deep Learning Workloads on AWS
  • Lab 3: Deploying a Deep Learning model for predicting images using AWS Lambda
LABS

Will Be Updated Soon!
Will Be Updated Soon!
WHO SHOULD ATTEND
  • 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

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