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Deep Learning on AWS is a one-day course that introduces you to cloud-based Deep Learning solutions on Amazon Web Services (AWS). The training will detail how deep learning is useful and explain its different concepts. This course also teaches you how to run your models on the cloud using Amazon Elastic Compute Cloud (Amazon EC2)-based Deep Learning Amazon Machine Image (AMI) and MXNet framework. In addition, you will gain a better understanding of deploying your deep learning models using AWS services like AWS Lambda and Amazon EC2 Container Service (Amazon ECS) while designing intelligent systems on AWS, based on Deep Learning.

Target Audience

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

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

This course teaches you 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.

This course covers the following concepts:

Introduction to Machine Learning
Introduction to Deep Learning
- Lab 1: Setting up a Deep Learning AMI instance and running a multi-layer perceptron model
Introduction to MXNet on AWS
- Lab 2: Running a convolutional neural network model and predicting images on CIFAR-10 dataset
Deploying Deep Learning Workloads on AWS
- Lab 3: Deploying a Deep Learning model for predicting images using AWS Lambda

Why have you chosen us?

I have attended a training from Bilginc IT Academy before and I was satisfied.

I have attended a training from a different provider and it was not helpful.

Other

How many employees do you have in your IT department?

0 – 50

50 – 250

250 – 1000

1000+

Upcoming Trainings

Join our public courses in our Australia facilities. Private class trainings will be organized at the location of your preference, according to your schedule.

13 January 2025 (1 Day)
Melbourne, Sydney, Brisbane
Classroom / Virtual Classroom

22 January 2025 (1 Day)
Melbourne, Sydney, Brisbane
Classroom / Virtual Classroom

23 January 2025 (1 Day)
Melbourne, Sydney, Brisbane
Classroom / Virtual Classroom

13 January 2025 (1 Day)
Melbourne, Sydney, Brisbane
Classroom / Virtual Classroom

22 January 2025 (1 Day)
Melbourne, Sydney, Brisbane
Classroom / Virtual Classroom

23 January 2025 (1 Day)
Melbourne, Sydney, Brisbane
Classroom / Virtual Classroom

02 April 2025 (1 Day)
Melbourne, Sydney, Brisbane
Classroom / Virtual Classroom

20 April 2025 (1 Day)
Melbourne, Sydney, Brisbane
Classroom / Virtual Classroom

Deep Learning on AWS Training Course in Australia

Australia is the smallest continent yet it's also one of the largest countries in the World. As the oldest and flattest continent, Australia is a mega-diverse country with a vast variety of landscapes, climates and animals. Canberra is the capital city while Sydney, Brisbane and Melbourne are the more popular ones. Australia is a developed country with a high-income economy and a member of the United Nations, G20 and the Commonwealth of Nations.

While cricket and football are the most popular sports in Australia, the Australian Open tennis grand slam tournament is a major international event that takes place in this country. The island of Tasmania has the cleanest air in the world. Uluru-Kata Tjuta National Park, Great Barrier Reef, Kangaroo Island, Kakadu National Park, Whitsunday Islands and The Pinnacles are some of the jaw-dropping places in Australia.

We offer a wide range of IT courses, from cybersecurity, data science and software development to business skills and project management, and we can host training at your preferred location in Australia. Let our experienced instructors provide you with hands-on training and practical insights.

Deep Learning on AWS Training in Australia

Target Audience

Upcoming Trainings

Related Trainings

Deep Learning on AWS Training in Australia

Target Audience

Prerequisites

What You Will Learn

Outline

WHY AWS IS SO PREFERRED?

Upcoming Trainings

Related Trainings