Deep Learning on AWS

January 18 2021
April 29 2021
November 25 2021
October 13 2021
Training Cost
545 EUR (VAT ex.) per person
595 EUR (VAT ex.) per person
Practical informationClass from 9 AM to 5 PM
LanguageEnglish (unless all attendees speak Dutch)

Most of our classroom training courses take place in Belgium (Edegem) or The Netherlands (Breda). Please click the button with the desired date to check the exact location of the training.

This training in-company?
Upon your request we can organize this training for you.

1 day

Course overview

In this one-day course, you will learn cloud-based deep learning solutions on the AWS platform. You will learn how to run your models on the cloud using Amazon EC2‒based deep learning Amazon Machine Image (AMI) and Apache MXNet on AWS frameworks. In addition, you will learn how to use Amazon SageMaker and deploy your deep learning models using AWS services like AWS Lambda and Amazon Elastic Container Service (Amazon ECS)—all while designing intelligent systems on AWS.

Who should attend this training

This course is intended for:

  • Developers who are 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

Course Objectives

In this course, you will learn to:

  • Define machine learning and deep learning

  • Identify the concepts in a deep learning ecosystem

  • Leverage Amazon SageMaker and MXNet programming frameworks for deep learning workloads

  • Fit AWS solutions for deep learning deployments


We reccomend participants to have the following 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)

Course Content
  • Introduction to Machine Learning

  • Introduction to Deep Learning

    • Lab 1: Setting up a Deep Learning AMI instance and running a multi-layer perceptron neural network model

  • Introduction to MXNet on AWS

    • Lab 2: Running a Convolutional Neural Network (CNN) model to predicting images using CIFAR 10 dataset

  • Deploying Smart Applications on AWS

    • Lab 3: Deploying a Deep Learning model for predicting images using AWS Lambda

This training in-company?
Upon your request we can organize this training for you.