Variance Inflation Factor Simplified | Variance Inflation Factor in Multicollinearity | VIF
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- Опубликовано: 11 мар 2021
- Variance Inflation Factor Simplified | Variance Inflation Factor in Multicollinearity | VIF
#VarianceInflationFactor #UnfoldDataScience
Hello ,
My name is Aman and I am a Data Scientist.
About this video:
In this video, I explain about variance inflation factor - VIF. I explain what is variance inflation factor in multicollinearity. I explain how to detect VIF and how to work with Variance Inflation Factor - VIF. Below topics are explained in this video:
1.Variance Inflation Factor Simplified
2.Variance Inflation Factor in Multicollinearity
3.VIF explained in Hindi
4.Varinace Inflation factor in machine learning
5. Variance Inflation factor in medium
6.VIF explained in Hindi
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Book recommendation for Data Science:
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The Elements of Statistical Learning by Trevor Hastie - amzn.to/37wMo9H
Python Data Science Handbook - amzn.to/31UCScm
Business Statistics By Ken Black - amzn.to/2LObAA5
Hands-On Machine Learning with Scikit Learn, Keras, and TensorFlow by Aurelien Geron - amzn.to/3gV8sO9
Ctaegory 2 - Overall Data Science:
The Art of Data Science By Roger D. Peng - amzn.to/2KD75aD
Predictive Analytics By By Eric Siegel - amzn.to/3nsQftV
Data Science for Business By Foster Provost - amzn.to/3ajN8QZ
Category 3 - Statistics and Mathematics:
Naked Statistics By Charles Wheelan - amzn.to/3gXLdmp
Practical Statistics for Data Scientist By Peter Bruce - amzn.to/37wL9Y5
Category 4 - Machine Learning:
Introduction to machine learning by Andreas C Muller - amzn.to/3oZ3X7T
The Hundred Page Machine Learning Book by Andriy Burkov - amzn.to/3pdqCxJ
Category 5 - Programming:
The Pragmatic Programmer by David Thomas - amzn.to/2WqWXVj
Clean Code by Robert C. Martin - amzn.to/3oYOdlt
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Mr. Amen the best part of your video is; Pure Knowledge, in depth explanation, and the simplicity you have when you speak. Thanks a ton.
Welcome Vishal.
Every video is pure gold in this channel.
Delivering your precious knowledge with kindness to others is the best human being. Your explanation is wonderful.
Your comments are precious. Thanks Enee.
Greattttt 🙏 simply knowledgeable
Kya samjhaya hai, maja hi AA Gaya 🎉🎉🎉🎉
Great help!
Valuable content, takes his time to explain in simple ways for you to understand. Thanks for the video ! It helped me a lot.
Thank you so much for this.
Thanks, Sir Very well explained.
very well explained. best video on this topic
Thanks for the VIF explanation !
Thank you very much! Your explanation is very clear!
Very well explained and very organized. Thanks!
Excellent explanation !!!!
very nice concept clearing teaching method
I was rotating and rounding my head all the day and finally I found your video which makes me concentrate and do my PhD assignment. Thanks a lot.
Thanks for your feedback. Such comments make it worth creating videos. Please share with your friends as well to increase the overall reach of good content.
Wonderful explanation 🙏
Thank you sir!! Keep teaching us !!
I was so tensed about this particular topic. Then suddenly saw your video, and my doubt just vanished completely.
Thanks a lot, you explained it very well. Will watch other videos on this channel.
Nicely explained. Thank you
Thank you very much again for great and simple explanation about VIF.
Hats off
Thanks a lot.
great content here.keep them coming.
Wonderful explanation 👍
Legend !!!
You are awesome!
Thank you for such nice explanation :)
Nice and concise
Good Explanation!!!
I want you teaching me everything because this explanation was phenomenal
Aman sir , you are awesome . I personally want a mentor like you to learn Statistics . Amazing skill to explain complex with clear and concise way.
Thanks Shekhar.
Greate explanation. thank you so much....
Welcome
Hi Aman,
Your way of Explaining is Good and very clearly explains topics simply. But a Request from Myside, please Create a complete playlist for Data Science/Machine Learning ( Python,ML and DL algorithms). It may helpful for many guy's...
Thanks for your Videos🙏
Very nicely explained 👏
Very well. Thank you a lot. You solved my problem.
Glad it helped Amir
This is the best explanation I have seen! It’s clear now!!
Thanks a lot for motivating me through your lovely comments.
Good Explanation!
Superb and simple explanation .A big thank you.
You are welcome Pavan
Man, this video is so good. Thankyou so much sir.
Thank you
Very good video sir
Ur videos are great indeed. Simplifying the complex terms in most optimal way through examples. Thanks a ton, Aman! Keep doing great 👍
Thanks a ton Subhendu. Please share with friends as well.
hats off sir ,you have explained this very easily .
Thanks Vibhu. pls share with friends as well
This is simple and well explained VIF video, thank you
Thanks a lot.
The explanation is very clear and you never went out of the topic in the full video
Thanks Arun.
Nice, very impressive
a simple way of explaining a complex topic, very good, have more videos about stat
Awsome explaination ..thank you 🙏
You're most welcome
This is saving my life! Thank you so much!
Welcome.
Awesome video. Thank you.
Welcome Soumya.
simply awsome
Thanks Nihar.
simply awesome!!! :)
Thanks a lot.
really helpfull thank you plz keep up the good work
Glad it helped
Aman, your explanation is impressive! You explain in a manner that is very easy to understand. Greetings from Brazil.
Thanks a lot Thiago. Your comments are precious for me. Keep watching.
Awesome explanation !!! Thanks for the video !
Welcome Shawn.
Simple and excellent.
Glad you like it!
thanks sir. your explanation is really understandable.
You are most welcome
Your explanations are truly very nice and helpful in understanding the concepts. Happy to learn from you. Please keep on making such videos on various Data science topics.
Thanks Samruddhi.
great video
love your simplified explanation.....
Thanks a lot for your valuable feedback.
Nicely explained. Thanks!!
Glad it was helpful!
Excellently explain. Great Job.
Thanks Surya.
Great content, easy explanation. Thanks a lot :)
You are most welcome!
finished watching
Amazing....sharing it in simple term kudos
Thanks a ton
Aman, Your Explanation is crystal and clear man. Keep it up
Thanks Sumit.
This is a very good explanation.
Thanks Alisa.
Thanks a lot for this video. I am becoming more confident nowadays because of your videos.
That's great Roshini.
Thank you for creating videos like this....
Our pleasure!
Excellent explanation! Thank you!
Welcome.
Thankyou very much
Most welcome
Wonderful explanation.
Thanks for watching Hirdesh.
such a good explanation
Thanks
Nice tutorial. good way of explaining
Glad you liked it
your explanation is great
Thanks Bijaya.
understand sir
very nicely explained, simple and in-depth 🙌
Glad it was helpful Akash.
Thankyou for this video it is really helpful ...plese make more videos like this on data science your explanation is very helpful..
Thanks Parikshit.
Hi aman, This is awesome, you had explained the VIF concept very well, thank you
My pleasure Nived
Thank you boss
Welcome Sir.
Good one.
Thanks a lot.
very well explained.
Thanks Surendra
nice teaching
super explanation!!
Glad you think so!
Sir your explanation is very crisp and understandable.
Thanks alot Bhanu 😊
Great
Thanks Aneesh.
great explanation!!
Glad you liked it!
nice one
Thanks Naveen.
Whenever i dun know a term in my stats textbook and search online for explanation and see aman there with a video, i know my understanding is saved!!! Thanks aman for ur effrot. Omar of Singapore
Thanks Omar, cheers!!!
#simpleeconmics2024
Very helpful 👍
Thanks a lot.
very well explained
Thanks Rushi.
Hi greetings from Africa, Firstly i am your follower since 2022 & very satisfied with the explanation you gave. If it is possible, i need clarification as to why we use P-value
Great content
Thanks A lot.
Very clear, crisp and beautifully explained 👌🏻👌🏻 would love to see many more such videos ...did you be interested to explain feature selection for multilinear regression model?
Thanks Swati, sure.
Why is he having less subscribers?? guys he explains so well, we need to appreciate and support him. Smash the like and subscribe button.
Thanks Aditya. Your words mean a lot.
Thanks Aditya. Your words mean a lot.
Easiest Explanation
Thanks Malaviya.
good explanation
Thanks Siddhant.
I like this
Thanks Ajay
nicely explained
Thanks Syed.
Good video! 👌💥
Thanks Shijith.
amazing so simple explanation!!.. please also cover step AIC
Thanks a lot