What are my key performance drivers?
How do you know what factors are most responsible for your performance? Selecting features for your models is both an art and a science, but it's tedious work until you learn to automate it!
Based on Experience
Vetted industry professionals, that have experience working with these companies and others, consulted in an advisory capacity to ensure the content of this course was realistic.
This is a work of fiction. Unless otherwise indicated, all the names, characters, businesses, places, events and incidents in this course are either the product of the author's imagination or used in a fictitious manner. Any resemblance to actual persons, living or dead, or actual events is purely coincidental.
How do you answer the question "What are my key performance drivers?" – learn how Feature Selection can help you find the answer!
A key part of building any model is choosing the correct inputs. Understanding what factors are significant helps you predict future values of the variable you care about. Read More
1 hour, 19 minutes
|1. Avoiding the curse of dimensionality||You're a newly promoted data scientist with an important task: find what variables are important to include in your model.||7|
|2. Hand crafted artisanal models||Before you attempt to automate it, it's important you step through it manually first. Work through building a custom model by hand.||10|
|3. Automated feature selection methods||Explore Filters, Wrappers and Embedded methods to find the best way to automate feature selection for your model.||24|
Frequently Asked Questions
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