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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
Schedule
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. Please note, local pricing is applicable.
English
Time zone British Summer Time (BST)
2 hours difference
Spanish
3 hours difference
4 hours difference
5 hours difference
6 hours difference
7 hours difference
This is a FLEX course, which is delivered both virtually and in the classroom. Please note, local pricing is applicable.
United Kingdom
| London, City This is a FLEX course. Time zone: Europe/London |
Book now: Book online training Book classroom training |
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| London, City This is a FLEX course. Time zone: Europe/London |
Book now: Book online training Book classroom training |
Europe
Lithuania
| Online Training This is an English language FLEX course. Time zone: Europe/Vilnius Course language: English | Book now |