Deep Learning on AWS

1 800 U Learn (853 276)

Length

1 day

Price

$935.00 inc GST

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Overview

In this course, you will learn cloud-based deep learning solutions on the AWS platform. You will learn how to run your models on the cloud using Amazon EC2-based deep learning Amazon Machine Image (AMI) and Apache MXNet on AWS frameworks.

In addition, you will learn how to use Amazon SageMaker and deploy your deep learning models using AWS services like AWS Lambda and Amazon Elastic Container Service (Amazon ECS) – all while designing intelligent systems on AWS.

This course is delivered through a mix of instructor-led training (ILT), digital training, and hands-on labs.

Please note: students are required to bring their own laptop/tablet and power cable for this course.

Key Topics

Detailed Info

Introduction to Machine Learning
Introduction to Deep Learning
Introduction to MXNet on AWS
Deploying Smart Applications on AWS

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Skills Gained

Key Topics

Target Audience

Prerequisites

Skills Gained

In this course, participants will learn how to:

Define machine learning and deep learning
Identify the concepts in a deep learning ecosystem
Leverage Amazon SageMaker and MXNet programming framework for deep learning workloads
Fit AWS solutions for deep learning deployments

Key Topics

Introduction to Machine Learning
Introduction to Deep Learning
Lab 1: Spinning up an Amazon SageMaker notebook instance and running a multi-layer perceptron neural network model
Introduction to MXNet on AWS
Lab 2: Running a Convolutional Neural Network (CNN) model to predicting images using CIFAR 10 dataset
Deploying Smart Applications on AWS
Lab 3: Deploying a Deep Learning model for predicting images using AWS Lambda

Please note: This is an emerging technology course. Course outline is subject to change as needed.

Target Audience

This course is intended for:

Developers responsible for developing Deep Learning applications
Developers who want to understand concepts behind Deep Learning and how to implement a Deep Learning solution on AWS

Prerequisites

We recommend that attendees of this course have the following prerequisites:

Basic understanding of machine learning processes
Basic understanding of AWS core services like Amazon EC2 and knowledge of AWS SDK
Basic knowledge of a scripting language e.g. Python

We can also deliver and customise this training course for larger groups – saving your organisation time, money and resources. For more information, please contact us on 1800 853 276.

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The supply of this course by DDLS is governed by the booking terms and conditions. Please read the terms and conditions carefully before enrolling in this course, as enrolment in the course is conditional on acceptance of these terms and conditions.

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Sydney

Brisbane

Sydney

14 Feb - 14 Feb

31 Mar - 31 Mar

09 Jun - 09 Jun

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