Feature Selection in Machine Learning: Easy Explanation for Data Science Interviews

Questions about Feature Selection commonly appear in data science interviews. In this video, I’ll cover the usefulness of feature selection, how to use feature selection with over 10,000 features, how to calculate feature importance, and the pros and cons of various selection methods!
🟢Get all my free data science interview resources
www.emmading.com/resources
🟡 Product Case Interview Cheatsheet www.emmading.com/product-case...
🟠 Statistics Interview Cheatsheet www.emmading.com/statistics-i...
🟣 Behavioral Interview Cheatsheet www.emmading.com/behavioral-i...
🔵 Data Science Resume Checklist www.emmading.com/data-science...
✅ We work with Experienced Data Scientists to help them land their next dream jobs. Apply now: www.emmading.com/coaching
// Comment
Got any questions? Something to add?
Write a comment below to chat.
// Let's connect on LinkedIn:
/ emmading001
====================
Contents of this video:
====================
00:00 Introduction
00:32 Feature Selection
02:43 Feature Selection Methods
02:55 Intrinsic Methods
05:20 Filter Methods
07:15 Wrapper Methods

[@ShortSnoph]

This is a great overview of methods of feature selection. This is just what I needed! Thank you

[@emma_ding]

Many of you have asked me to share my presentation notes, and now… I have them for you! Download all the PDFs of my Notion pages at www.emmading.com/get-all-my-free-resources. Enjoy!

[@olawaleawe9615]

I enjoy your videos. Good job!

[@16876]

Great as always :)

[@Dr_Hermit]

Thank you for the video. Even though I know these concepts it helps to watch these again just as a refresher. I know I am getting repetitive but would love it if you can share the notion books of these topics to make notes and quick review/reference. 😊😊

[@emma_ding]

Of course! I'm working on getting all notes organized and sharable in one location, will let you know as soon as they are ready! :)

[@Dr_Hermit]

@@emma_ding thank you so much!!

[@maximilianozirion1587]

Muchas gracias te amo

[@jkaeromero2288]

Hi, amazing video; maybe can you do feature selection into networks?

[@sssam844]

Could you please attach subtitles to the video? I'm a bit deaf and using automated subtitles doesn't help a lot

[@emma_ding]

Will definitely consider adding the feature for future videos! Thanks for the suggestion.

[@minli3754]

I like your videos but could you please talk a little bit slower?

[@SonuKumar-gt5xs]

You can reduce the speed using playback speed in setting