Variance Inflation Factor Simplified | Variance Inflation Factor in Multicollinearity | VIF

[@yash422vd]

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.

[@UnfoldDataScience]

Welcome Vishal.

[@srivanthsai]

I liked the fact that you even explained what it means to have a high VIF for a particular variable instead of just saying what VIF is

[@UnfoldDataScience]

Thanks a lot, please share with friends,

[@shriharshakonda709]

Thanks a lot, you explained it very well. Will watch other videos on this channel.

[@faridhusen6651]

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.

[@UnfoldDataScience]

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.

[@shobhareddy5954]

I am getting the true knowledge on the topics after watching your videos. Thank you so much

[@bujinmasha6968]

Delivering your precious knowledge with kindness to others is the best human being. Your explanation is wonderful.

[@UnfoldDataScience]

Your comments are precious. Thanks Enee.

[@dd1278]

Every video is pure gold in this channel.

[@prateeksachdeva1611]

I was so tensed about this particular topic. Then suddenly saw your video, and my doubt just vanished completely.

[@IgnacioMajo]

Valuable content, takes his time to explain in simple ways for you to understand. Thanks for the video ! It helped me a lot.

[@deathuncut]

I want you teaching me everything because this explanation was phenomenal

[@thiagoribas9808]

Aman, your explanation is impressive! You explain in a manner that is very easy to understand. Greetings from Brazil.

[@UnfoldDataScience]

Thanks a lot Thiago. Your comments are precious for me. Keep watching.

[@shekharkumar1902]

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.

[@UnfoldDataScience]

Thanks Shekhar.

[@samarun1188]

The explanation is very clear and you never went out of the topic in the full video

[@UnfoldDataScience]

Thanks Arun.

[@datafuturelab_ssb4433]

Thank you very much again for great and simple explanation about VIF. Hats off

[@UnfoldDataScience]

Thanks a lot.

[@candygames1354]

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

[@UnfoldDataScience]

Thanks Omar, cheers!!!

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#simpleeconmics2024

[@fortissimo4382]

This is saving my life! Thank you so much!

[@UnfoldDataScience]

Welcome.

[@parikshitgurjar5545]

Thankyou for this video it is really helpful ...plese make more videos like this on data science your explanation is very helpful..

[@UnfoldDataScience]

Thanks Parikshit.

[@roshinidhinesh5490]

Thanks a lot for this video. I am becoming more confident nowadays because of your videos.

[@UnfoldDataScience]

That's great Roshini.

[@miraclemiracle9289]

Excellent explanation !!!!

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Kya samjhaya hai, maja hi AA Gaya 🎉🎉🎉🎉

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This is the best explanation I have seen! It’s clear now!!

[@UnfoldDataScience]

Thanks a lot for motivating me through your lovely comments.

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Aman, Your Explanation is crystal and clear man. Keep it up

[@UnfoldDataScience]

Thanks Sumit.

[@JayanJacob-e3k]

a simple way of explaining a complex topic, very good, have more videos about stat

[@yp4109]

Thank you very much! Your explanation is very clear!

[@shawngu86]

This is simple and well explained VIF video, thank you

[@UnfoldDataScience]

Thanks a lot.

[@shawndavid8755]

Awesome explanation !!! Thanks for the video !

[@UnfoldDataScience]

Welcome Shawn.

[@suryadhakal3608]

Excellently explain. Great Job.

[@UnfoldDataScience]

Thanks Surya.

[@renudevi327]

Greattttt 🙏 simply knowledgeable

[@AMVSAGOs]

Greate explanation. thank you so much....

[@UnfoldDataScience]

Welcome

[@TimothyNg-y6q]

Thank you for the explanation! If possible, I would also like to learn about the VIF constant (or the intercept), particular what does it add to the VIF test result in addition to the individual VIF values. :)

[@mysurupak]

Superb and simple explanation .A big thank you.

[@UnfoldDataScience]

You are welcome Pavan

[@vibhutyagi8787]

hats off sir ,you have explained this very easily .

[@UnfoldDataScience]

Thanks Vibhu. pls share with friends as well

[@dipeshchandiramani1897]

Very well explained and very organized. Thanks!

[@harsh2014]

Thanks for the VIF explanation !

[@namanjain7925]

Man, this video is so good. Thankyou so much sir.

[@UnfoldDataScience]

Thank you

[@saijaswanth3036]

Thank you sir , for good explanation

[@biklimbs1133]

love your simplified explanation.....

[@UnfoldDataScience]

Thanks a lot for your valuable feedback.

[@amirfani4036]

Very well. Thank you a lot. You solved my problem.

[@UnfoldDataScience]

Glad it helped Amir

[@himanshukumar1569]

very well explained. best video on this topic

[@my_nicholas]

Excellent explanation! Thank you!

[@UnfoldDataScience]

Welcome.

[@papa4669]

Wonderful explanation 🙏

[@subhendupanda7454]

Ur videos are great indeed. Simplifying the complex terms in most optimal way through examples. Thanks a ton, Aman! Keep doing great 👍

[@UnfoldDataScience]

Thanks a ton Subhendu. Please share with friends as well.

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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🙏

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Wonderful explanation

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very nice concept clearing teaching method

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very nicely explained, simple and in-depth 🙌

[@UnfoldDataScience]

Glad it was helpful Akash.

[@MrSoumyabrata]

Awesome video. Thank you.

[@UnfoldDataScience]

Welcome Soumya.

[@pritam_narwade]

Wonderful explanation 👍

[@digvijaydesai5642]

Thank you sir!! Keep teaching us !!

[@a_curious_sid]

Thank you for such nice explanation :)

[@ibmfagroup]

Sir your explanation is very crisp and understandable.

[@UnfoldDataScience]

Thanks alot Bhanu 😊

[@samruddhideshmukh5928]

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.

[@UnfoldDataScience]

Thanks Samruddhi.

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great content here.keep them coming.

[@mouleshm210]

simply awesome!!! :)

[@UnfoldDataScience]

Thanks a lot.

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Wonderful video.

[@bujinmasha6968]

Thank you so much, Aman. I am learning a lot from your videos which are extreme valuable. You are true scientist and have the best personalities.

[@UnfoldDataScience]

Thanks again Enee.

[@nivednambiar6845]

Hi aman, This is awesome, you had explained the VIF concept very well, thank you

[@UnfoldDataScience]

My pleasure Nived

[@patrycjakasperska7272]

Great content, easy explanation. Thanks a lot :)

[@UnfoldDataScience]

You are most welcome!

[@ShajulIslam-uk1re]

thanks sir. your explanation is really understandable.

[@UnfoldDataScience]

You are most welcome

[@RamanKumar-ss2ro]

Great content

[@UnfoldDataScience]

Thanks A lot.

[@naveenchander9786]

nice one

[@UnfoldDataScience]

Thanks Naveen.

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Very nicely explained 👏

[@hirdeshkumar4069]

Wonderful explanation.

[@UnfoldDataScience]

Thanks for watching Hirdesh.

[@kidya-moohustories4764]

really helpfull thank you plz keep up the good work

[@UnfoldDataScience]

Glad it helped

[@malikumarhassan1]

Thanks, Sir Very well explained.

[@sadhnarai8757]

Good one.

[@UnfoldDataScience]

Thanks a lot.

[@kimiamohamed2238]

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

[@shafeeqaabdussalam6195]

Very helpful 👍

[@UnfoldDataScience]

Thanks a lot.

[@karanpeshwani529]

Good Explanation!!!

[@Paladipradeep]

Nicely explained. Thank you

[@alicenNorwood]

This is a very good explanation.

[@UnfoldDataScience]

Thanks Alisa.

[@sharathkolekarfilms8295]

Awsome explaination ..thank you 🙏

[@UnfoldDataScience]

You're most welcome

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Nice, very impressive

[@umeshtiwari9249]

Nice tutorial. good way of explaining

[@UnfoldDataScience]

Glad you liked it

[@aneeshahuja1631]

Great

[@UnfoldDataScience]

Thanks Aneesh.

[@diptidahat1141]

Nicely explained. Thanks!!

[@UnfoldDataScience]

Glad it was helpful!

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Great help!

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Thank you for creating videos like this....

[@UnfoldDataScience]

Our pleasure!

[@anujlahoty8022]

Nice and concise

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very well explained

[@UnfoldDataScience]

Thanks Rushi.

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Thank you so much for this.

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Very easy to understand, Sir is it possible I could get your all videos regarding data science.

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Thanks bro , your videos are awesome please make more videos , your explanation is upto the point , really make your videos different from others please make more videos on mathematics related Machine Learning.

[@UnfoldDataScience]

So nice of you. please share with others in various data science groups as well.

[@mnaveenvamshi3651]

@@UnfoldDataScience Sure Bro , I will 👍👍👍👍

[@Siddhantvadi777]

good explanation

[@UnfoldDataScience]

Thanks Siddhant.

[@5minutesfacts876]

Amazing....sharing it in simple term kudos

[@UnfoldDataScience]

Thanks a ton

[@bijayalaxmikar6982]

your explanation is great

[@UnfoldDataScience]

Thanks Bijaya.

[@johnk221]

Great video!! Though one thing confuses me. At 9:55, you mentioned let us assume the VIF of X1 as 0.3, but given the VIF formulae, the lowest VIF a variable can take is 1 right??

[@hindeshakash4709]

Simple and excellent.

[@UnfoldDataScience]

Glad you like it!

[@abhinandanchoubey9837]

You are awesome!

[@syedtouqeer5126]

nicely explained

[@UnfoldDataScience]

Thanks Syed.

[@niharshah6301]

simply awsome

[@UnfoldDataScience]

Thanks Nihar.

[@chanishagarwal9103]

Thanks, Aman for the amazing video. Actually, I have one question. What if there are multiple variables which have high VIF value? Can I remove them all at once or should I calculate after removing each feature and then remove?

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this teacher is amazing - where does he work?

[@priyanshashami8263]

Very good video sir

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Good video! 👌💥

[@UnfoldDataScience]

Thanks Shijith.

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great video

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bro start taking data science courses ..ill be the first guy to join your classes ..lovely explanation

[@UnfoldDataScience]

Sure

[@murtuzapipulyawala9262]

amazing so simple explanation!!.. please also cover step AIC

[@UnfoldDataScience]

Thanks a lot

[@rashakahoul2544]

Thank you Aman, Thank you very much for the way you explain and deliver the information. Actually, I have some problems understanding what is the variance, "mathematically I understand it well" but when I learn machine learning I have a problem with it. would you please help to make it clear?

[@UnfoldDataScience]

You should understand intuitive way, high variance means observations are far away. India team scores 300 run total, all 11 players score close to 30,low variance of scores in team India team scores 300 runs in total, Rohit 200,virat 100 and rest zero, this is high variance scenario. Above is data variance, not to confuse with model variance.

[@rashakahoul2544]

@@UnfoldDataScience Thank you, I appreciate your help and time.

[@soilscience_sk1991]

Legend !!!