Deep Learning on AWS

Deep Learning on AWS is a one-day course that introduces you to cloud-based Deep Learning (DL) 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 ho

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Learning Objectives

This course teaches you how to:

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


    Course Details

    Course Outline

    1 - Day 1
  • Introduction to Machine Learning
  • Introduction to Deep Learning
  • Lab 1: Spinning up an Amazon SageMaker notebook instance and running a multi-layer perceptron neural network model
  • Introduction to MXNet on AWS
  • Lab 2: Running a Convolutional Neural Network (C
  • Actual course outline may vary depending on offering center. Contact your sales representative for more information.

    Who is it For?

    Target Audience

    This course is intended for:

    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

    Other Prerequisites

    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

    Deep Learning on AWS

    Course Length : 1 Day

    There are currently no scheduled dates for this course. Please contact us for more information.

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