AWS Foundations: Machine Learning Basics

What is machine learning? How can machine learning solve business problems? When is it appropriate to use a machine learning model? What are the phases of a machine learning pipeline? In this course, you get an overview of the concepts, terminology, and processes of the exciting field of machine learning!

• Course level: Fundamental
• Delivery method: Digital training
• Duration: 30 minutes

Course objectives

In this course, you will learn to:

• Explain machine learning
• Describe the three categories of machine learning algorithms
• Explain deep learning
• Describe the machine learning pipeline phases

Intended audience

This course is intended for:

• Developers
• Solution Architects
• Data Engineers
• Anyone who wants to learn about the machine learning pipeline

Prerequisites

We recommend that attendees of this course have:

• Basic understanding of the AWS Cloud infrastructure

Course outline

• Machine learning
• Deep learning
• The machine learning pipeline