Implementing AI With Amazon ML


Overview/Description
Expected Duration
Lesson Objectives
Course Number
Expertise Level



Overview/Description

Amazon offers AI developers a wide variety of tools and frameworks including Amazon Web Services (AWS) and the Amazon Machine Learning (ML) framework. By integrating complex machine and deep learning development with the extensive computing capabilities of Amazon, Amazon ML allows AI developers to adopt big data AI services. With many companies actively using AWS and Amazon ML, a basic knowledge of this framework is beneficial.

In this course, you'll learn how to use Amazon ML together with AWS, to work with big data, and to create machine and deep learning models. You'll also examine the basics of automated model deployment with Amazon SageMaker.

Next, you'll explore how to use Amazon ML for image and video analysis, text-to-speech translation, and text analytics. Finally, you'll implement a system to analyze movie review sentiment using the Amazon ML framework.



Expected Duration (hours)
0.6

Lesson Objectives

Implementing AI With Amazon ML

  • discover the key concepts covered in this course
  • describe the Amazon ML Framework and which features facilitate the implementation of AI
  • recognize the simplicity of using big data for AI development through Amazon ML
  • outline the key benefits of using Amazon ML for AI development
  • compare the main features of AWS with Amazon ML and define how to use Amazon ML with AWS
  • contrast Amazon ML with other frameworks and identify the advantages and disadvantages of using Amazon ML in AI development
  • describe how to create machine learning models using Amazon ML
  • illustrate how to create deep learning models using Amazon ML
  • outline how to use Amazon SageMaker for automated machine learning model deployment
  • give examples of how the Amazon ML Rekognition toolkit is used for image and video analysis
  • give examples of how the Amazon ML Polly toolkit is used for text-to-speech translation
  • give examples of how the Amazon ML Comprehend toolkit is used for text analytics
  • find key documents and resources for in-depth information about the Amazon ML framework
  • work with the Amazon ML framework to implement movie review sentiment analysis
  • summarize the key concepts covered in this course
  • Course Number:
    it_aiammldj_01_enus

    Expertise Level
    Expert