Feature Engineering
|
Machine learning is only as good as its training data. Learn how to process data properly before training your models.
About this skill path
A machine learning model is only as good as the data it learns from. Feature Engineering helps ensure data quality by scaling, normalizing, and transforming raw data before using it in a machine learning model. In this Skill Path, you will learn to safeguard data quality, turn attributes into features, and verify that your data meets the assumptions of the model you want to train.
Skills you’ll gain
Turn raw data into features
Select the right features for a model
Implement principal component analysis
User Reviews
Be the first to review “Feature Engineering”
Related Products
Data Analytics – Mining and Analysis of Big Data
This Free Online Course Includes: 1.5-3 Hours of Learning CPD Accreditation Final Assessment
Introduction to R Programming
This Free Online Course Includes: 1.5-3 Hours of Learning CPD Accreditation Final Assessment
Python for Data Science: From the Basics to Advanced
This Free Online Course Includes: 6-10 Hours of Learning CPD Accreditation Final Assessment
Diploma in Information Systems and Organization Strategy
This Free Online Course Includes: 10-15 Hours of Learning CPD Accreditation Final Assessment
Statistics: Effectively Displaying Data
This Free Online Course Includes: 1.5-3 Hours of Learning CPD Accreditation Final Assessment
Data Science Masterclass for Beginners
This Free Online Course Includes: 3-4 Hours of Learning CPD Accreditation Final Assessment
There are no reviews yet.