Deep Learning on AWS

Seminarbeschreibung:

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

• Developers responsible for developing Deep Learning applications
• Developers who want to understand concepts behind Deep Learning and how to implement a Deep Learning solution on AWS

• 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

• Instructor-led Training (ILT)
• Hands-on Labs

Dieser Kurs wird vom autorisierten AWS Trainingspartner tecRacer durchgefunduuml hrt.