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
Modality: C

Duration 1 day

 
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Slovenia
06/04/2020 Ljubljana This is a FLEX course.   Time zone: Europe/Ljubljana Course language: English Enroll:
for online training
for classroom training
Poland
06/04/2020 FLEX training This is an English language FLEX course.   Time zone: Europe/Ljubljana Course language: English Enroll
Turkey
06/04/2020 FLEX training This is an English language FLEX course.   Time zone: Europe/Ljubljana Course language: English Enroll
Czech Republic
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Hungary
06/04/2020 FLEX training This is an English language FLEX course.   Time zone: Europe/Ljubljana Course language: English Enroll
Romania
06/04/2020 FLEX training This is an English language FLEX course.   Time zone: Europe/Ljubljana Course language: English Enroll
Slovakia
06/04/2020 FLEX training This is an English language FLEX course.   Time zone: Europe/Ljubljana Enroll

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Europe
Germany
05/03/2020 Hamburg Enroll
02/04/2020 Munich Enroll
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22/05/2020 Stuttgart Enroll
25/06/2020 Münster Enroll
16/07/2020 Berlin Enroll
Belgium
17/06/2020 FLEX training This is an English language FLEX course.   Time zone: Europe/Brussels Course language: English Enroll
Italy
13/02/2020 Milan Enroll
26/03/2020 Rome Enroll
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25/06/2020 Rome Enroll
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Netherlands
17/06/2020 Utrecht Course language: English Enroll
Switzerland
22/05/2020 Basel Enroll
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22/05/2020 Zurich Enroll
United Kingdom
17/06/2020 FLEX training This is an English language FLEX course.   Time zone: Europe/London Enroll
Middle East
Jordan
23/02/2020 Amman Course language: English Enroll
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12/07/2020 Amman Course language: English Enroll
Lebanon
16/02/2020 Beirut Course language: English Enroll
12/04/2020 Beirut Course language: English Enroll
05/07/2020 Beirut Course language: English Enroll
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09/02/2020 Muscat Course language: English Enroll
Qatar
02/02/2020 Doha Course language: English Enroll
Saudi Arabia
16/02/2020 Riyadh Course language: English Enroll
United Arab Emirates
26/01/2020 Dubai Course language: English This course is being delivered by iTLS. Enroll
Africa
Egypt
09/02/2020 Cairo Course language: English Enroll
05/04/2020 Cairo Course language: English Enroll
28/06/2020 Cairo Course language: English Enroll
This is a FLEX course, which is delivered both virtually and in the classroom.