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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
 
Click on town name to book Schedule
This computer icon in the schedule indicates that this date/time will be conducted as Instructor-Led Online Training.
This is a FLEX course, which is delivered both virtually and in the classroom.
Germany
06/09/2019 Hamburg
07/10/2019 Munich
28/10/2019 Düsseldorf
29/11/2019 Stuttgart
20/12/2019 Münster
FLEX Training

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

20/09/2019 FLEX training This is an English language FLEX course.
Time zone: Europe/London
20/09/2019 FLEX training This is an English language FLEX course.
Time zone: Europe/Berlin
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
Switzerland
07/10/2019 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
19/09/2019 Rome
10/10/2019 Milan
19/12/2019 Rome
Netherlands
20/09/2019 Utrecht Course language: English
Slovenia
20/09/2019 FLEX training This is an English language FLEX course.
Time zone: Europe/Berlin
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
20/09/2019 FLEX training This is an English language FLEX course.
Time zone: Europe/London
29/11/2019 FLEX training This is an English language FLEX course.
Time zone: Europe/London
Liberia
16/09/2019 Monrovia
16/12/2019 Monrovia
North America
United States
03/09/2019 Online Training Time zone: US/Eastern Course language: English
21/10/2019 Online Training Time zone: US/Eastern Course language: English
02/12/2019 Online Training Time zone: US/Eastern Course language: English
Middle East
Jordan
08/09/2019 Amman Course language: English
26/11/2019 Amman Course language: English
Kuwait
25/08/2019 Kuwait City Course language: English
19/11/2019 Kuwait City Course language: English
Lebanon
15/09/2019 Beirut Course language: English
03/12/2019 Beirut Course language: English
Oman
02/09/2019 Muscat Course language: English
01/12/2019 Muscat Course language: English
Qatar
18/08/2019 Doha Course language: English
10/11/2019 Doha Course language: English
Saudi Arabia
08/09/2019 Riyadh Course language: English
08/12/2019 Riyadh Course language: English
United Arab Emirates
18/08/2019 Dubai Course language: English This course is being delivered by iTLS.
11/11/2019 Dubai Course language: English This course is being delivered by iTLS.
Africa
Egypt
02/09/2019 Cairo Course language: English
19/11/2019 Cairo Course language: English
Kenya
02/09/2019 Nairobi
25/11/2019 Nairobi
South Africa
19/08/2019 Johannesburg
18/11/2019 Johannesburg
 

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