Machine Learning with Scikit-Learn - Part 40 - One Hot Encoding 1

Опубликовано: 18 Январь 2025
на канале: Cristi Vlad

19,711

209

Burp Suite Deep Dive course: https://bit.ly/burpforpros
________________________________________________________________________________________________ Full Hands-on ML Course on Udemy (send me an email for discount): http://bit.ly/3aw2Q9E
Teach yourself Python with my $9.99 course ($69 value): http://bit.ly/37cmhlx

In this machine learning tutorial we learn about One-Hot-Encoding, which is one of the ways to represent categorical variables.

A One-Hot Encoder replaces categorical variables/features with one or more features that can only take numerical values. We are going to use a One-Hot Encoder on the 'adult income' dataset.

The code: https://github.com/CristiVlad25/ml-sk...

The Dataset:

https://archive.ics.uci.edu/ml/machin...

Machine Learning FB group:   / codingintelligence

Support these educational videos:   / cristivlad
If you're a Youtuber, how can you survive without TubeBuddy?: http://bit.ly/37dgFYr

References:

1. Prateek Joshi: Artificial Intelligence with Python - https://amzn.to/2X1Mt0q

Books I recommend to learn Machine Learning and Deep Learning:

1. Muller & Guido - Machine Learning with Python: https://amzn.to/2Xc0bxS
2. Aurelien Geron - Hands-on Machine Learning: https://amzn.to/2Ri9yqk
3. Ian Goodfellow - Deep Learning: https://amzn.to/31LvHSW
4. Francois Chollet - Deep Learning with Python: https://amzn.to/2KSDvfp

It helps me tremendously if you support these educational videos:

  / cristivlad
If you're a Youtuber, how can you survive without TubeBuddy?: http://bit.ly/37dgFYr

Connect with me:

Help me continue creating videos: https://www.buymeacoffee.com/cristivlad

Linkedin:   / cristivlad
Twitter:   / cristivlad25
Facebook page:   / cristivladz
Facebook group:   / codingintelligence
Paperspace credit: https://paperspace.io/&R=FMXH1BN
DigitalOcean credit: https://m.do.co/c/efe4365e60bd This video is for educational purposes only.