Linear Regression Algorithm | Linear Regression in Python | Machine Learning Algorithm | Edureka

[@edurekaIN]

Got a question on the topic? Please share it in the comment section below and our experts will answer it for you. For Edureka Python Machine Learning Course curriculum, Visit our Website: bit.ly/2OpzQWw

[@santanu1313]

Where is the dataset?

[@smeetkothari5160]

For Stock Price predictor can day be Independent variable and Price be Dependent variable. Is Linear regression fit for Stock Market Price predictors??

[@edurekaIN]

The main difference between them is that the output variable in regression is numerical (or continuous) while that for classification is categorical (or discrete). However, they both are categorized under the same umbrella of supervised machine learning.

[@edurekaIN]

If the goal is prediction or forecasting or error reduction, linear regression can be used to fit a predictive model to an observed data set of y and x values.

[@jeremmoses8562]

The explanation was top-notch, Kudos to the instructor and specially Edureka for making this, Thank You.

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We are super happy that Edureka is helping you learn better. Your support means a lot to us and it motivated us to create even better learning content and courses experience for you . Do subscribe the channel for more updates : ) Hit the bell icon to never miss an update from our channel : )

[@nickthomson450]

24:20 - Programming part

[@harshdewangan1951]

You are a world-class instructor, your speaking skills are really good. Even I had completed the video in 2x speed, I did not find any place where I have to replay the part. The linear regression algorithm is explained in the easiest possible way. Thanks for the effort!!!!

[@trebelojaques458]

You guys have a video on literallyy every topic, don't ya🔥❤️😂

[@rishavpaudel7591]

thank you so much for making my life easy............ i am M.Tech(AI) student struggling with linear regression from yesterday

[@hercules3150]

This explanation was so clear, even a man who dont know about machine learning , the person can easily understand the concept.

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[@mus-abumama]

watched lots of videos to learn this. understood nothing. but, u guys just killed it.

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[@sahildingla6684]

best video i have ever seen on linear regression

[@edurekaIN]

Hey:) Thank you so much for your sweet words :) Really means a lot ! Glad to know that our content/courses is making you learn better :) Our team is striving hard to give the best content. Keep learning with us -Team Edureka :) Don't forget to like the video and share it with maximum people:) Do subscribe the channel:)

[@beast_creationz5446]

the perfect explanation of linear regersssion model

[@edurekaIN]

Thank You 😊 Glad it was helpful!!! Keep learning with us..

[@BwithGadgets]

The only video that helped me in calculating the best fit line in so much detail and plain english. Thanks for the same.

[@PGhai]

Thanks for creating this video, was looking for a simple explanation, had wasted 3-4 days finding good video, finally got this, thanks again. Was trying to follow along on excel sheet, I wish graphs were plotted in google sheet or excel.

[@karthikeyans1646]

really a great work.kindly explain the code slowly

[@ShubhamKumar-fy1fl]

Now my concept of Liner Regression become clear. Thank you so much for providing free education.

[@edurekaIN]

Hey Shubham, thanks for the compliment! We are glad we could help. Do subscribe to our channel to stay posted on upcoming tutorials.

[@siddharth4251]

most wonderful explanation on linear regression on youtube.....thank you very much

[@sachinweerasinghe1464]

Excellent lecture.I've followed many lectures, in linear regression analysis, but those were useless,but, your lecture was good,

[@edurekaIN]

Hey Sachin, thanks for the compliment! We are glad we could help. Do subscribe to our channel to stay posted on upcoming tutorials.

[@kamalakannankk]

The best Linear Regression tutorial i have ever seen!! Thank you edureka!!!

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Thank you for appreciating our efforts. Do subscribe to our channel and stay connected with us. Cheers :)

[@muhammadiqbalbazmi9275]

Awesome, It's a great explanation. I got it, thanks a lot. Quality Unmatched, A Vigorous teacher.

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Thanks for the compliment! We are glad you loved the video. Do subscribe to the channel and hit the bell icon to never miss an update from us in the future. Cheers!

[@anusharaghavendra1421]

the best explaination i have ever seen on linear regression. simple and the best way to understand. thank u so much

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Good To know our videos are helping you learn better :) Stay connected with us and keep learning ! Do subscribe the channel for more updates : )

[@srirekha3612]

A great video with all explanations about the model 👍 Could you please explain why one was subtracted while calculating r squared value

[@SA-lt8pc]

best ever explaination i have watched and you saved much of my time thank you so much

[@edurekaIN]

Hey:) Thank you so much for your sweet words :) Really means a lot ! Glad to know that our content/courses is making you learn better :) Our team is striving hard to give the best content. Keep learning with us -Team Edureka :) Don't forget to like the video and share it with maximum people:) Do subscribe the channel:)

[@haribabusompalli4203]

Excellent Session. Could you please share the data set used in this practice.

[@knvssandeepbolisetti5008]

The Best Explanation Ever Seen You can see The Quality of Teaching Thank You Edureka!!!!!!!

[@callmeravi81]

Awesome explanation . Thank you edureka. Explanation is Very understandable manner to even poor mathematical background people. I need clarification. When R(square) is very less how to increase R(square) to make best fit of line. Is there any formula or mathematical procedure. Kindly clarify me.

[@edurekaIN]

Hi Ravi, thanks for the compliment. Try removing any insignificant variables. Usually when there are more predictor variables in the data set, the R square value tends to decrease.

[@gkhan3106]

Best explanation on Linear Regression. Only python part is little quick.

[@ahmedshalaby9343]

WOW Greetings from Egypt ,wished ur my professor in the college

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We are super happy that Edureka is helping you learn better. Your support means a lot to us and it motivated us to create even better learning content and courses experience for you . Do subscribe the channel for more updates : ) Hit the bell icon to never miss an update from our channel : )

[@mohdravi8541]

One of the best videos on you tube

[@edurekaIN]

Thank you 😊 Glad it was helpful!

[@vivekchavda8039]

Helped me in understanding my regular AI lectures

[@MrData_]

The best explanation i have seen on this topic. Thank you.

[@edurekaIN]

Wow, thanks!

[@irtazamalik9282]

Simply Wounderful

[@edurekaIN]

Thank You 😊 Glad it was helpful!

[@The_Vlogger399]

Thank you so much I have been seeing various videos to understand this topic but you killed it. I loved the explanation 😍

[@edurekaIN]

Hey, thanks for the compliment! We are glad you loved the video. Do subscribe to our channel to stay connected with us. Cheers!

[@younusansari410]

Awesome video...made a complex understanding to a very simple understanding..trust me I was struggling to understand the Liner Regression for more then 1 month and my struggle ends just in 38 min of this video.. the explanation was superb Thank you is a little word.. God Bless you..

[@adnandodmani7340]

Best explaination I have ever seen for linear regression the visual explaination, mathematical theory awesome video please keep posting.

[@manavtakoliya6492]

What a simple explanation. Kudos, man.🥰🥰🥰

[@edurekaIN]

Glad you liked it!

[@aslamcoding]

I love your tutorial. Excellent sir! In first attempt I learnt Linear Regression. Thank you very much.

[@tsimam1909]

Superb explanation ☺️ thanks to instructor who explained in very easy way

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You're welcome 😊 Stay connected with our channel and team :) . Do subscribe the channel for more updates : ) Hit the bell icon to never miss an update from our channel : )

[@amrendrakumar-py7on]

I got it. thanks. great jobs edureka.

[@kiranedupuganti2732]

Very Good , looking for Mathematical understanding for prediction and code implementation. Very Much satisfied to understand prediction derivation. Thanks much.

[@kinacute2010]

This was the best one amongst all the videos I went through.. nice.. I need data set too...

[@edurekaIN]

Thanks for the compliment! Can you please share your email id with us (it will not be published). We will forward you the source code to your email address.

[@questforprogramming]

That last twist of scikit learn saved me from that for loop... thank you so much for this presentation...

[@photographymaniac2529]

Very impressive sir 🙏🙏

[@rubyatkoly776]

29 mints just clear my one week confusions

[@ganeshraj1606]

Awesome Video!... Very nicely explained and easy to understand.

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Thanks for the compliment, Ganesh. Do subscribe, like and share to stay connected with us. Cheers :)

[@waferberry1870]

Thank you very much Sir! This is very helping me. May God bless the team!

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[@keerthanavs3606]

Thank you so much!!! Damn clear about Linear regression

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[@Amritharaja]

The presentation is great. May I know how you created these presentations (is it power point presentation or something else?)

[@edurekaIN]

Hey Amritha, we use power point to create all our presentations. We are glad that you liked it. Cheers :)

[@NxtGenTech]

Awesome and Qnique way to teach using Mathematical Analytics and Graphs.....Thanks

[@flyeagle320]

Loved the tutorial and always follow edureka for simple understanding

[@edurekaIN]

Glad it was helpful!

[@KarthikDhanabalkarthik]

Very well explained. Awesome tutorial Bro.

[@mysfactsAA]

Very clear, neat and fantastic explanation to the linear regression.. Very well done!!... Thank you...

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Hey Abirami, thank you for the compliment. Do subscribe, like and share to stay connected with us. Cheers :)

[@bhawnagupta7625]

Simple and elegant, excellent video for beginner... thank you so much

[@vvkwadhwa]

Very Nice explaination. Thanks a lot.

[@ashishverma1382]

finally this video help me continue.....

[@manuelcervantes1939]

Thank you for the tutorial my friend, greetings from Bolivia

[@edurekaIN]

Hi : ) We really are glad to hear this ! Truly feels good that our team is delivering and making your learning easier :) Keep learning with us .Stay connected with our channel and team :) . Do subscribe the channel for more updates : ) Hit the bell icon to never miss an update from our channel : )

[@aminamuhammad25]

Wow, this video was beautifully executed. Everything was so well explained.

[@sathyaseelanc329]

It was very nice and easily understandable...thank u

[@inderpriitwaliaa3270]

Nice , well explained.

[@nididhyasana5879]

Beautifully explained, Abridged the gap between Theoretical and practical knowledge. This is what we want!!!!

[@Timhsa_25]

Sir your voice is so clear thanks to explain

[@rohitchitte5614]

Finnest videos on machine learning

[@nooraskari5760]

Well explained, but Coding is something new for me.Need to come from basics.

[@trueknowledge2065]

Thanks from south Korea

[@edurekaIN]

You are welcome👍

[@astroiddestroyer-1]

Can you guys do videos related to quantum computing

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Thanks for showing interest in Edureka kindly visit the channel for more videos our content creators are eagerly waiting for your suggestion to make new videos on your interest :) DO subscribe for the video update

[@RaviTeja-zy5yn]

Awesome 😊.... basically a spoon feeding explanation...loved it.

[@Abhishek-jy4ul]

maaan thanks alllot your voice and you content was awesome much power to you

[@edurekaIN]

Thanks for the compliment, Abhishek! We are glad you loved the video. Do subscribe, like and share to stay connected with us. Cheers!

[@Viralvlogvideos]

awesome tutorials u guys must come and teach in our college

[@sidddiquifarheen4498]

Great session. Will be greatfull if data set could b shared

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Hey Farheen, glad you loved the video. Please do mention your email id and we will send the files to you. Cheers!

[@nikhils6294]

thank you, this video helped me lot in this pandemic, with online classes and offline exams. thank you so much

[@mumtazansari4271]

thanks for helping nice video

[@edurekaIN]

😊 Glad it was helpful!

[@sudinroy7979]

Very nice and detailed explanation about regression analysis.Thank you so much for edureka for providing this importnat vedio.

[@edurekaIN]

Hey:) Thank you so much for your sweet words :) Really means a lot ! Glad to know that our content/courses is making you learn better :) Our team is striving hard to give the best content. Keep learning with us -Team Edureka :) Don't forget to like the video and share it with maximum people:) Do subscribe the channel:)

[@0x00whitejsx]

please Edurake next video insert the timeline content key note, so that in the video one can navigate to specific key note.. thank you

[@cablemaster8874]

very good, your teaching method is fantastic

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Thank you for appreciating our efforts. Do subscribe to our channel and stay connected with us. Cheers!

[@bipsy_]

Fabulous explanation! clear precise and straight to the point.

[@edurekaIN]

Hey:) Thank you so much for your sweet words :) Really means a lot ! Glad to know that our content/courses is making you learn better :) Our team is striving hard to give the best content. Keep learning with us -Team Edureka :) Don't forget to like the video and share it with maximum people:) Do subscribe the channel:)

[@anumolukumar585]

Excellent explanation and so far the best video i have seen. it will be very helpful if you share the ppts too

[@gcaira6135]

Great video man :)

[@ujjwal_here8048]

Great video thank you for sharing.

[@edurekaIN]

Hi : ) We really are glad to hear this ! Truly feels good that our team is delivering and making your learning easier :) Keep learning with us .Stay connected with our channel and team :) . Do subscribe the channel for more updates : ) Hit the bell icon to never miss an update from our channel : )

[@dhaneshpt8641]

Very useful . Thank you so much

[@edurekaIN]

Glad it was helpful! 😊

[@meerasarna6862]

Great..............Thank you ❤❤❤

[@edurekaIN]

You are welcome👍 Do subscribe to our channel to stay posted on upcoming tutorials: kzbin.info.

[@tayyabaayaz6181]

can we find glucose value in mg/dl by using sensor value and the standard value of glucose using linear regression??

[@aa-lk1gz]

Thank you ❤️

[@edurekaIN]

You’re welcome 😊

[@sriramg1386]

Can you please explain how the formulae for slope m and R square were derived and their interpretation?

[@soumenchatterjee8946]

I was revising the topics and getting prepared for the Job interview, and going through this set of videos. I really like the way the topic is explained thoroughly with examples and animation. It covered most of the parts related to this topic. I really like the presentation, would suggest whoever planning to understand the topics related to this.

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[@akshayrupnar5971]

Literally such helpful video sir ....keep uploading such type of videos thanx ....👍👌

[@edurekaIN]

Thanks for the compliment, Akshay! We are glad you loved the video. Do subscribe to the channel and hit the bell icon to never miss an update from us in the future. Have a good day!

[@schatterjee3157]

Great stuff!!Please send in the dataset

[@subrahmanyabhat2385]

Thank you for this video 👌

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[@MP-dv4el]

Superb explanation👍

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[@levon9]

Excellent explanation, bottom to top - thank you for sharing.

[@abhishekmanglam2305]

really good explanation of coding part .

[@tanushreenagar3116]

Too nice thnk u

[@SiphesihleY]

Wow this helped me a lot! great video!!!

[@edurekaIN]

Thanks for the compliment, Siphesihle! We are glad you loved the video. Do subscribe to our channel and stay connected with us. Cheers!

[@winviki123]

thank you so much I have a good understanding of regression now

[@rsivaranganayakulu6879]

very nice explanation

[@gdtyui8635]

The video was very amazing. It helped a lot! Thanks!

[@AbhishekSingh-sy9ze]

awesome.. got it in one go!!!

[@edurekaIN]

Hey Abhishek, glad you loved the video. Do subscribe and hit the bell icon to never miss an update from edureka in the future. Cheers!

[@rajshah7940]

bhai tum log itne helpful kaise ho sakte ho

[@digwijoymandal5216]

Very good basic understanding delivered. Good refresher. Thanks for this video.

[@sivachaitanyaprasad2898]

Excellent 😍

[@AaliyahKaltsum]

great video! but please improve the sound quality :) thank you very much

[@edurekaIN]

Hey Aaliyah, we are glad you loved the video and thanks for the compliment. Do subscribe to the channel and hit the like button to never miss a video from edureka in the future. Cheers!

[@charishma.uf1975]

Hello team, Should we need to convert all continuous independent variables to categorical variables for logistic regression?

[@jakirajam]

Very nice Explaination about LINEAR regression with PPTS

[@edurekaIN]

Hey Jakirajam, we are glad you loved the video. Do subscribe to the channel and hit the bell icon to never miss an update from us in the future. Cheers!

[@jakirajam]

@@edurekaIN will subscribe, could you please share linear regression python code development video also..keep it up