Machine Learning with Scikit-Learn - Part 40 - One Hot Encoding 1
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Cristi Vlad
19.7K views • Nov 7, 2017

About this video
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
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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-sklearn/blob/master/Machine%20Learning%20with%20Scikit-Learn%20-%2040%20-%20One%20Hot%20Encoding%20-%201.ipynb
The Dataset:
https://archive.ics.uci.edu/ml/machine-learning-databases/adult/
Machine Learning FB group: https://www.facebook.com/groups/codingintelligence
Support these educational videos: https://www.patreon.com/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:
https://www.patreon.com/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: https://www.linkedin.com/in/cristivlad/
Twitter: https://twitter.com/CristiVlad25
Facebook page: https://www.facebook.com/CristiVladZ/
Facebook group: https://www.facebook.com/groups/codingintelligence/
Paperspace credit: https://paperspace.io/&R=FMXH1BN
DigitalOcean credit: https://m.do.co/c/efe4365e60bd This video is for educational purposes only.
________________________________________________________________________________________________ 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-sklearn/blob/master/Machine%20Learning%20with%20Scikit-Learn%20-%2040%20-%20One%20Hot%20Encoding%20-%201.ipynb
The Dataset:
https://archive.ics.uci.edu/ml/machine-learning-databases/adult/
Machine Learning FB group: https://www.facebook.com/groups/codingintelligence
Support these educational videos: https://www.patreon.com/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:
https://www.patreon.com/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: https://www.linkedin.com/in/cristivlad/
Twitter: https://twitter.com/CristiVlad25
Facebook page: https://www.facebook.com/CristiVladZ/
Facebook group: https://www.facebook.com/groups/codingintelligence/
Paperspace credit: https://paperspace.io/&R=FMXH1BN
DigitalOcean credit: https://m.do.co/c/efe4365e60bd This video is for educational purposes only.
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Video Information
Views
19.7K
Likes
205
Duration
6:29
Published
Nov 7, 2017
User Reviews
4.3
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