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

 
Click on town name to book Schedule
Slovenia
08/11/2019 Virtual Class This is a FLEX course.   Time zone: Europe/Berlin Course language: English Enroll:
for online training
for classroom training
13/12/2019 Virtual Class This is a FLEX course.   Time zone: Europe/Berlin Course language: English Enroll:
for online training
for classroom training
Poland
08/11/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Berlin Course language: English Enroll
13/12/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Berlin Course language: English Enroll
Turkey
08/11/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Berlin Course language: English Enroll
13/12/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Berlin Course language: English Enroll
Czech Republic
08/11/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Berlin Course language: English Enroll
13/12/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Berlin Course language: English Enroll
Hungary
08/11/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Berlin Course language: English Enroll
13/12/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Berlin Course language: English Enroll
Romania
08/11/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Berlin Course language: English Enroll
13/12/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Berlin Course language: English Enroll
Slovakia
08/11/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Berlin Enroll
13/12/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Berlin Enroll

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

Europe
Germany
07/10/2019 Munich Enroll
28/10/2019 Düsseldorf Enroll
29/11/2019 Stuttgart Enroll
20/12/2019 Münster Enroll
16/01/2020 Berlin Enroll
13/02/2020 Frankfurt Enroll
05/03/2020 Hamburg Enroll
Austria
28/10/2019 Vienna (iTLS) Enroll
Italy
10/10/2019 Milan Enroll
19/12/2019 Rome Enroll
14/02/2020 Milan Enroll
Switzerland
07/10/2019 Zurich Enroll
United Kingdom
29/11/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/London Enroll
12/02/2020 FLEX training This is an English language FLEX course.   Time zone: Europe/London Enroll
Liberia
16/12/2019 Monrovia Enroll
North America
United States
21/10/2019 San Francisco, CA Enroll
21/10/2019 Time Zone: US/Eastern Enroll
02/12/2019 McLean Enroll
02/12/2019 Time Zone: US/Eastern Enroll
Middle East
Jordan
26/11/2019 Amman Course language: English Enroll
23/02/2020 Amman Course language: English Enroll
Lebanon
03/12/2019 Beirut Course language: English Enroll
16/02/2020 Beirut Course language: English Enroll
Oman
01/12/2019 Muscat Course language: English Enroll
09/02/2020 Muscat Course language: English Enroll
Qatar
10/11/2019 Doha Course language: English Enroll
02/02/2020 Doha Course language: English Enroll
Saudi Arabia
08/12/2019 Riyadh Course language: English Enroll
16/02/2020 Riyadh Course language: English Enroll
United Arab Emirates
11/11/2019 Dubai Course language: English This course is being delivered by iTLS. Enroll
26/01/2020 Dubai Course language: English This course is being delivered by iTLS. Enroll
Africa
Egypt
19/11/2019 Cairo Course language: English Enroll
09/02/2020 Cairo Course language: English Enroll
Kenya
25/11/2019 Nairobi Enroll
South Africa
18/11/2019 Johannesburg Enroll
This is a FLEX course, which is delivered both virtually and in the classroom.