Deep Learning on AWS (AWSDL)

Course Description Schedule Deep Learning on AWS - Download PDF Download PDF
 

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
 05/04/2019 Virtual Class This is a FLEX course.   Time zone: Europe/Berlin Course language: English Enroll:
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20/09/2019 Virtual Class This is a FLEX course.   Time zone: Europe/Berlin Course language: English Enroll:
for online training
for classroom training
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
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20/09/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Berlin Course language: English Enroll
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
 05/04/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Berlin Course language: English Enroll
20/09/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Berlin Course language: English Enroll
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
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Hungary
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Slovakia
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 26/04/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/London Enroll
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This is a FLEX course, which is delivered both virtually and in the classroom. Please note, local pricing is applicable.
 

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