From the course: Machine Learning with SageMaker by Pearson

Unlock this course with a free trial

Join today to access over 25,200 courses taught by industry experts.

Learning objectives

Learning objectives

Welcome to Lesson 3, where we focus on preparing and managing data for machine learning workflows in SageMaker. In this lesson, we will explore how to validate data quality using AWS tools, configure datasets for optimal training performance, and leverage SageMaker Feature Store to streamline feature management. You'll learn best practices for ensuring your data meets the necessary standards for training robust and reliable ML models.

Contents