Deep Learning on AWS (AWSDL)

 

Who should attend

This course is intended for:

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

Certifications

This course is part of the following Certifications:

Prerequisites

We recommend that attendees of this course have the following prerequisites:

  • 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

Course 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.

Course Content

  • 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

Prices & Delivery methods

Online Training

Duration
1 day

Price (excl. tax)
  • 750.— €

Courseware language: English

Classroom Training

Duration
1 day

Price (excl. tax)
  • Germany: 750.— €
  • Switzerland: CHF 850.—

Courseware language: English

Schedule

Instructor-led Online Training:   Course conducted online in a virtual classroom.
FLEX Classroom Training (hybrid course):   Course participation either on-site in the classroom or online from the workplace or from home.

English

Time zone: Central European Time (CET)   ±1 hour

Online Training
Classroom option: Skopje
Time zone: Central European Summer Time (CEST)
Online Training Time zone: British Summer Time (BST)
Online Training
Classroom option: Sofia
Time zone: Eastern European Summer Time (EEST)
Online Training
Classroom option: Zagreb
Time zone: Central European Summer Time (CEST)
Online Training
Classroom option: London, City
Time zone: Greenwich Mean Time (GMT)
FLEX Classroom Training (hybrid course):   Course participation either on-site in the classroom or online from the workplace or from home.

Europe

Bulgaria

Sofia This is a FLEX course in English language. Time zone: Eastern European Summer Time (EEST) Course language: English

Croatia

Zagreb This is a FLEX course in English language. Time zone: Central European Summer Time (CEST) Course language: English

North Macedonia

Skopje This is a FLEX course in English language. Time zone: Central European Summer Time (CEST) Course language: English

United Kingdom

London, City This is a FLEX course in English language. Time zone: Greenwich Mean Time (GMT)

If you can't find a suitable date, don't forget to check our world-wide FLEX training schedule.