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
Modality: L

Süre 1 gün

Classroom training
Modality: C

Süre 1 gün

Kurs tarihleri

Ingilizce
1 hour difference
Online training saat dilimi: Gulf Standard Time (GST)
Online training saat dilimi: Gulf Standard Time (GST)
Online training saat dilimi: Gulf Standard Time (GST)
Online training This is a FLEX course.
saat dilimi: Eastern European Time (EET)
Online training saat dilimi: Central European Summer Time (CEST)
2 hours difference
Online training saat dilimi: Central European Time (CET)
3 hours difference
Online training saat dilimi: Greenwich Mean Time (GMT)
8 hours difference
Online training saat dilimi: Eastern Standard Time (EST)
9 hours difference
Online training saat dilimi: Central Standard Time (CST)
Instructor-led Online Training:   Instructor-led Online Training WebEx aracılığıyla VoIP ortamında gerçekleştirilir. Herhangi bir online kurslar hakkında sorularınız varsa, bize bu numaradan +49 (0)40 25334610 ulaşabilir veya e-mail ile info@flane.de iletişime geçebilirsiniz.
This is a FLEX course, which is delivered both virtually and in the classroom.
Litvanya
Online training This is an Ingilizce language FLEX course.   saat dilimi: Europe/Vilnius Kurs dili: Ingilizce Enroll
This is a FLEX course, which is delivered both virtually and in the classroom.