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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

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
Classroom Training

Duration 1 day

Price (excl. tax)
  • Germany: 750.- €
  • Switzerland: CHF 900.-
incl. catering
Catering includes:

  • Coffee, Tea, Juice, Water, Soft drinks
  • Pastry and Sweets
  • Fresh fruits
  • Lunch in a nearby restaurant

* Catering information only valid for courses delivered by Fast Lane.


Digital courseware

Courseware language: English

 
Click on town name to book Schedule
This is a FLEX course, which is delivered both virtually and in the classroom.
Germany
07/10/2019 Munich
28/10/2019 Düsseldorf
29/11/2019 Stuttgart
20/12/2019 Münster
16/01/2020 Berlin
13/02/2020 Frankfurt
05/03/2020 Hamburg
02/04/2020 Munich
FLEX Training

Please see below our alternative, English language, FLEX course options.

08/11/2019 FLEX training This is an English language FLEX course.
Time zone: Europe/Berlin
29/11/2019 FLEX training This is an English language FLEX course.
Time zone: Europe/London
13/12/2019 FLEX training This is an English language FLEX course.
Time zone: Europe/Berlin
12/02/2020 FLEX training This is an English language FLEX course.
Time zone: Europe/London
17/06/2020 FLEX training This is an English language FLEX course.
Time zone: Europe/London
04/09/2020 FLEX training This is an English language FLEX course.
Time zone: Europe/London
11/11/2020 FLEX training This is an English language FLEX course.
Time zone: Europe/London
Switzerland
07/10/2019 Zurich
22/05/2020 Zurich
Austria
28/10/2019 Vienna (iTLS)

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

Europe
Italy
10/10/2019 Milan
19/12/2019 Rome
14/02/2020 Milan
27/03/2020 Rome
08/05/2020 Milan
26/06/2020 Rome
10/07/2020 Milan
04/09/2020 Rome
09/10/2020 Milan
20/11/2020 Rome
Slovenia
08/11/2019 FLEX training This is an English language FLEX course.
Time zone: Europe/Berlin
13/12/2019 FLEX training This is an English language FLEX course.
Time zone: Europe/Berlin
United Kingdom
29/11/2019 FLEX training This is an English language FLEX course.
Time zone: Europe/London
12/02/2020 FLEX training This is an English language FLEX course.
Time zone: Europe/London
17/06/2020 FLEX training This is an English language FLEX course.
Time zone: Europe/London
04/09/2020 FLEX training This is an English language FLEX course.
Time zone: Europe/London
11/11/2020 FLEX training This is an English language FLEX course.
Time zone: Europe/London
Liberia
16/12/2019 Monrovia
North America
United States
Middle East
Jordan
26/11/2019 Amman Course language: English
23/02/2020 Amman Course language: English
19/04/2020 Amman Course language: English
12/07/2020 Amman Course language: English
11/10/2020 Amman Course language: English
Lebanon
03/12/2019 Beirut Course language: English
16/02/2020 Beirut Course language: English
12/04/2020 Beirut Course language: English
05/07/2020 Beirut Course language: English
04/10/2020 Beirut Course language: English
Oman
01/12/2019 Muscat Course language: English
09/02/2020 Muscat Course language: English
20/09/2020 Muscat Course language: English
Qatar
10/11/2019 Doha Course language: English
02/02/2020 Doha Course language: English
13/09/2020 Doha Course language: English
Saudi Arabia
08/12/2019 Riyadh Course language: English
16/02/2020 Riyadh Course language: English
27/09/2020 Riyadh Course language: English
United Arab Emirates
11/11/2019 Dubai Course language: English This course is being delivered by iTLS.
26/01/2020 Dubai Course language: English This course is being delivered by iTLS.
06/09/2020 Dubai Course language: English This course is being delivered by iTLS.
Africa
Egypt
19/11/2019 Cairo Course language: English
09/02/2020 Cairo Course language: English
05/04/2020 Cairo Course language: English
28/06/2020 Cairo Course language: English
27/09/2020 Cairo Course language: English
Kenya
25/11/2019 Nairobi
South Africa
18/11/2019 Johannesburg