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Deep Learning on AWS (AWSDL)

 

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
Online Training

Duration 1 day

Price (excl. tax)
  • US$ 460
Classroom Training

Duration 1 day

Price (excl. tax)
  • Egypt: US$ 460

Schedule

English
1 hour difference
Sep 27, 2020 Online Training This is an English language FLEX course.
Time zone: UTC+3
Oct 19, 2020 Online Training Time zone: EEST
Jun 18, 2021 Online Training This is an English language FLEX course.
Time zone: BST
Sep 29, 2021 Online Training This is an English language FLEX course.
Time zone: BST
2 hours difference
Nov 11, 2020 Online Training Time zone: GMT
Feb 12, 2021 Online Training This is an English language FLEX course.
Time zone: GMT
Nov 24, 2021 Online Training This is an English language FLEX course.
Time zone: GMT
7 hours difference
Dec 17, 2020 Online Training Time zone: EST
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. All FLEX courses are also Instructor-led Online Trainings (ILO).
Africa
Egypt
Sep 27, 2020 Cairo Course language: English
Middle East
Jordan
Oct 11, 2020 Amman Course language: English
Lebanon
Oct 4, 2020 Beirut Course language: English
Saudi Arabia
Sep 27, 2020 Riyadh This is an English language FLEX course.
Time zone: UTC+3
This is a FLEX course, which is delivered both virtually and in the classroom. All FLEX courses are also Instructor-led Online Trainings (ILO).