Engineering Features for Machine Learning in Microsoft Azure
- 5 courses
- 9 hours
- Skill IQ
Feature engineering is the process of using domain knowledge and insight into data to define features that enable machine learning algorithms to work successfully. Feature engineering is a fundamental part of the data preparation workflow for machine learning solutions.
In this skill, you will learn to apply common feature engineering techniques as part of the machine learning workflow in Microsoft Azure.
Courses in this path
In this section of the path, you will learn to apply simple feature engineering techniques using Microsoft Azure.
In this section of the path, you will learn to extract features from text documents using Microsoft Azure.
In the final section of this skill, you will learn how to extract features from images, and how to apply techniques of complexity reduction, such as PCA, to your data inside of Microsoft Azure.