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Deep Learning on AWS (AWSDL)

Course Description Schedule
 

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
Modality: C

Duration 1 day

Dates and Booking
 
Click on town name to book Schedule
Africa
Egypt
03/03/2019 Cairo Course language: English
26/05/2019 Cairo Course language: English
02/09/2019 Cairo Course language: English
19/11/2019 Cairo Course language: English
Kenya
11/03/2019 Nairobi
17/06/2019 Nairobi
02/09/2019 Nairobi
25/11/2019 Nairobi
South Africa
25/02/2019 Johannesburg
27/05/2019 Johannesburg
19/08/2019 Johannesburg
18/11/2019 Johannesburg
Liberia
01/04/2019 Monrovia
01/07/2019 Monrovia
16/09/2019 Monrovia
16/12/2019 Monrovia
Middle East
Jordan
10/03/2019 Amman Course language: English
02/06/2019 Amman Course language: English
08/09/2019 Amman Course language: English
26/11/2019 Amman Course language: English
Kuwait
17/03/2019 Kuwait City Course language: English
26/05/2019 Kuwait City Course language: English
25/08/2019 Kuwait City Course language: English
19/11/2019 Kuwait City Course language: English
Lebanon
17/03/2019 Beirut Course language: English
09/06/2019 Beirut Course language: English
15/09/2019 Beirut Course language: English
03/12/2019 Beirut Course language: English
Oman
24/03/2019 Muscat Course language: English
10/06/2019 Muscat Course language: English
02/09/2019 Muscat Course language: English
01/12/2019 Muscat Course language: English
Qatar
03/03/2019 Doha Course language: English
19/05/2019 Doha Course language: English
18/08/2019 Doha Course language: English
10/11/2019 Doha Course language: English
Saudi Arabia
31/03/2019 Riyadh Course language: English
11/06/2019 Riyadh Course language: English
08/09/2019 Riyadh Course language: English
08/12/2019 Riyadh Course language: English
United Arab Emirates
03/03/2019 Dubai Course language: English This course is being delivered by iTLS.
19/05/2019 Dubai Course language: English This course is being delivered by iTLS.
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.
Europe
Germany
15/02/2019 Frankfurt
08/03/2019 Hamburg
05/04/2019 Munich
29/04/2019 Düsseldorf
24/05/2019 Stuttgart
24/06/2019 Münster
19/07/2019 Berlin
09/08/2019 Frankfurt
Austria
24/05/2019 Vienna (iTLS)
28/10/2019 Vienna (iTLS)
Italy
28/03/2019 Rome
18/04/2019 Milan
06/06/2019 Rome
01/08/2019 Milan
19/09/2019 Rome
10/10/2019 Milan
19/12/2019 Rome
Slovenia
05/04/2019 FLEX training This is an English language FLEX course.
Time zone: Europe/Berlin
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
Switzerland
05/04/2019 Zurich
24/06/2019 Zurich
07/10/2019 Zurich
United Kingdom
26/04/2019 FLEX training This is an English language FLEX course.
Time zone: Europe/London
14/06/2019 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/London
29/11/2019 FLEX training This is an English language FLEX course.
Time zone: Europe/London
This is a FLEX course, which is delivered both virtually and in the classroom.