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Shaping the future of IT skills

Maximising IT performance through learning

Deep Learning on AWS

WGAC-AWS-AWSDL

Amazon Web Services
Open

Deep Learning on AWS

15 Jul 2022 - 1 day

German

CET UTC+01:00

£641

Open

Deep Learning on AWS

16 Aug 2022 - 1 day

English

CET UTC+01:00

£641

Open

Deep Learning on AWS

09 Sep 2022 - 1 day

German

CET UTC+01:00

£641

Open

Deep Learning on AWS

11 Nov 2022 - 1 day

German

CET UTC+01:00

£641

Open

Deep Learning on AWS

11 Nov 2022 - 1 day

English

GMT UTC+00:00

£700

Open

Deep Learning on AWS

23 Dec 2022 - 1 day

German

CET UTC+01:00

£641

Description

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Prerequisites & Audience

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 Benefits

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 Topics
  • 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

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