Deep Learning on AWS (AWSDL)

 

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

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

Certifications

This course is part of the following Certifications:

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.

Prices & Delivery methods

Online Training

Duration
1 day

Price
  • Online Training: CAD 895
  • Online Training: US$ 675
Classroom Training

Duration
1 day

Price
  • Canada: CAD 895

Click on town name or "Online Training" to book Schedule

This is an Instructor-Led Classroom course
Instructor-led Online Training:   This computer icon in the schedule indicates that this date/time will be conducted as Instructor-Led Online Training.
This is a FLEX course, which is delivered both virtually and in the classroom.
*   This class is delivered by a partner.

Bulgaria

Sofia This is a FLEX course. Course language: English Enroll
Online Training Time zone: Europe/Sofia Enroll

Croatia

Zagreb This is a FLEX course. Course language: English Enroll
Online Training Time zone: Europe/Zagreb Enroll

Czech Republic

Prague This is a FLEX course. Course language: English Enroll
Online Training Time zone: Europe/Prague Enroll

France

Paris This is a FLEX course. 3 days * Enroll
Online Training Time zone: Europe/Paris Enroll

North Macedonia

Skopje This is a FLEX course. Course language: English Enroll
Online Training Time zone: Europe/Skopje Enroll

United Kingdom

Online Training Time zone: Europe/London Enroll
Online Training Time zone: Europe/London Enroll
Online Training Time zone: Europe/London Enroll