In Zusammenarbeit mit unserem Kooperationspartner tecRacer

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.

Kursziele

This course teaches you how to:

• Define machine learning and deep learning
• Identify the concepts in a deep learning ecosystem
• Leverage MXNet programming framework for deep learning workloads
• Fit AWS solutions for deep learning deployments

Inhalte

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

WICHTIG: Bitte bringen Sie zu unseren Trainings Ihr Notebook (Windows, Linux oder Mac) mit. Wenn dies nicht möglich ist, nehmen Sie bitte mit uns vorher Kontakt auf.

Voraussetzungen

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

Seminarzeiten

Dieses Seminar findet täglich von 9:00 – ca. 17:00 Uhr statt.

Seminarort

tecRacer Group, Vahrenwalder STraße 156, 30165 Hannover

Seminarsprache und -unterlagen

Die Seminarsprache ist Deutsch, die Seminarunterlagen werden in englischer Sprache zur Verfügung gestellt.

Enthaltene Leistungen

Im Seminarpreis sind die Seminarunterlagen, die Pausenverpflegung sowie die Mittagsverpflegung enthalten.