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

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  • Опубліковано 26 гру 2024

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  • @edurekaIN
    @edurekaIN  6 років тому +38

    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
      @santanu1313 6 років тому +17

      Where is the dataset?

    • @smeetkothari5160
      @smeetkothari5160 4 роки тому +2

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

    • @edurekaIN
      @edurekaIN  4 роки тому +1

      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
      @edurekaIN  4 роки тому +1

      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
    @jeremmoses8562 3 роки тому +76

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

    • @edurekaIN
      @edurekaIN  3 роки тому +5

      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
    @nickthomson450 5 років тому +70

    24:20 - Programming part

  • @trebelojaques458
    @trebelojaques458 4 роки тому +70

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

  • @harshdewangan1951
    @harshdewangan1951 4 роки тому +17

    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!!!!

  • @beast_creationz5446
    @beast_creationz5446 Рік тому +2

    the perfect explanation of linear regersssion model

    • @edurekaIN
      @edurekaIN  Рік тому

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

  • @sahildingla6684
    @sahildingla6684 2 роки тому +1

    best video i have ever seen on linear regression

    • @edurekaIN
      @edurekaIN  2 роки тому

      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:)

  • @mus-abumama
    @mus-abumama 3 роки тому +1

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

    • @edurekaIN
      @edurekaIN  3 роки тому

      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 : )

  • @karthikeyans1646
    @karthikeyans1646 6 років тому +45

    really a great work.kindly explain the code slowly

  • @rishavpaudel7591
    @rishavpaudel7591 5 років тому +13

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

  • @BwithGadgets
    @BwithGadgets 5 років тому +20

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

  • @PGhai
    @PGhai Місяць тому

    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.

  • @sachinweerasinghe1464
    @sachinweerasinghe1464 4 роки тому +3

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

    • @edurekaIN
      @edurekaIN  4 роки тому

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

  • @kamalakannankk
    @kamalakannankk 5 років тому +10

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

    • @edurekaIN
      @edurekaIN  5 років тому

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

  • @siddharth4251
    @siddharth4251 2 роки тому

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

  • @anusharaghavendra1421
    @anusharaghavendra1421 2 роки тому

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

    • @edurekaIN
      @edurekaIN  2 роки тому

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

  • @ShubhamKumar-fy1fl
    @ShubhamKumar-fy1fl 4 роки тому +2

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

    • @edurekaIN
      @edurekaIN  4 роки тому +2

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

  • @muhammadiqbalbazmi9275
    @muhammadiqbalbazmi9275 5 років тому +20

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

    • @edurekaIN
      @edurekaIN  5 років тому +4

      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!

  • @hercules3150
    @hercules3150 2 роки тому

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

    • @edurekaIN
      @edurekaIN  2 роки тому

      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 : )

  • @srirekha3612
    @srirekha3612 6 років тому +11

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

  • @manavtakoliya6492
    @manavtakoliya6492 2 роки тому +2

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

  • @MrData_
    @MrData_ Рік тому

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

  • @photographymaniac2529
    @photographymaniac2529 5 років тому +1

    Very impressive sir 🙏🙏

  • @haribabusompalli4203
    @haribabusompalli4203 6 років тому +10

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

  • @The_Vlogger399
    @The_Vlogger399 4 роки тому +4

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

    • @edurekaIN
      @edurekaIN  4 роки тому

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

  • @gkhan3106
    @gkhan3106 3 роки тому

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

  • @tsimam1909
    @tsimam1909 Рік тому

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

    • @edurekaIN
      @edurekaIN  Рік тому

      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 : )

  • @SA-lt8pc
    @SA-lt8pc 2 роки тому

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

    • @edurekaIN
      @edurekaIN  2 роки тому

      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:)

  • @callmeravi81
    @callmeravi81 5 років тому +6

    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
      @edurekaIN  5 років тому +2

      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.

  • @knvssandeepbolisetti5008
    @knvssandeepbolisetti5008 5 років тому +1

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

  • @irtazamalik9282
    @irtazamalik9282 Рік тому +1

    Simply Wounderful

    • @edurekaIN
      @edurekaIN  Рік тому

      Thank You 😊 Glad it was helpful!

  • @vivekchavda8039
    @vivekchavda8039 4 роки тому +1

    Helped me in understanding my regular AI lectures

  • @ganeshraj1606
    @ganeshraj1606 5 років тому +1

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

    • @edurekaIN
      @edurekaIN  5 років тому

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

  • @flyeagle320
    @flyeagle320 2 роки тому +1

    Loved the tutorial and always follow edureka for simple understanding

  • @kinacute2010
    @kinacute2010 5 років тому +1

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

    • @edurekaIN
      @edurekaIN  5 років тому

      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
    @questforprogramming 6 років тому +10

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

  • @mohdravi8541
    @mohdravi8541 2 роки тому +1

    One of the best videos on you tube

    • @edurekaIN
      @edurekaIN  2 роки тому +1

      Thank you 😊 Glad it was helpful!

  • @rubyatkoly776
    @rubyatkoly776 5 років тому +7

    29 mints just clear my one week confusions

  • @waferberry1870
    @waferberry1870 3 роки тому +1

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

    • @edurekaIN
      @edurekaIN  3 роки тому

      Thank you for your review : ) We are glad that you found our videos /contents useful . We are also trying our best to further fulfill your requirements and enhance your expirence :) Do subscribe the channel for more updates : ) Hit the bell icon to never miss an update from our channel : )

  • @vvkwadhwa
    @vvkwadhwa 4 роки тому +1

    Very Nice explaination. Thanks a lot.

  • @amrendrakumar-py7on
    @amrendrakumar-py7on 5 років тому +3

    I got it. thanks. great jobs edureka.

  • @keerthanavs3606
    @keerthanavs3606 2 роки тому

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

    • @edurekaIN
      @edurekaIN  2 роки тому

      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 : )

  • @adnandodmani7340
    @adnandodmani7340 4 роки тому +1

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

  • @meerasarna6862
    @meerasarna6862 4 роки тому

    Great..............Thank you ❤❤❤

    • @edurekaIN
      @edurekaIN  4 роки тому

      You are welcome👍
      Do subscribe to our channel to stay posted on upcoming tutorials: ua-cam.com/users/edurekaIN.

  • @aslamcoding
    @aslamcoding 4 роки тому +2

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

  • @astroiddestroyer-1
    @astroiddestroyer-1 2 роки тому +1

    Can you guys do videos related to quantum computing

    • @edurekaIN
      @edurekaIN  2 роки тому

      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

  • @mysfactsAA
    @mysfactsAA 5 років тому +1

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

    • @edurekaIN
      @edurekaIN  5 років тому

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

  • @ahmedshalaby9343
    @ahmedshalaby9343 2 роки тому

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

    • @edurekaIN
      @edurekaIN  2 роки тому +1

      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 : )

  • @kiranedupuganti2732
    @kiranedupuganti2732 5 років тому +10

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

  • @KarthikDhanabalkarthik
    @KarthikDhanabalkarthik 5 років тому +3

    Very well explained. Awesome tutorial Bro.

  • @manuelcervantes1939
    @manuelcervantes1939 2 роки тому

    Thank you for the tutorial my friend, greetings from Bolivia

    • @edurekaIN
      @edurekaIN  2 роки тому +1

      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 : )

  • @Amritharaja
    @Amritharaja 6 років тому +6

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

    • @edurekaIN
      @edurekaIN  6 років тому +1

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

  • @Abhishek-jy4ul
    @Abhishek-jy4ul 5 років тому +2

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

    • @edurekaIN
      @edurekaIN  5 років тому +1

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

  • @younusansari410
    @younusansari410 5 років тому +2

    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..

  • @aa-lk1gz
    @aa-lk1gz 2 роки тому +1

    Thank you ❤️

  • @inderpriitwaliaa3270
    @inderpriitwaliaa3270 3 роки тому +1

    Nice , well explained.

  • @NxtGenTech
    @NxtGenTech 3 роки тому

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

  • @sathyaseelanc329
    @sathyaseelanc329 4 роки тому

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

  • @aminamuhammad25
    @aminamuhammad25 Рік тому

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

  • @bhawnagupta7625
    @bhawnagupta7625 4 роки тому

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

  • @subrahmanyabhat2385
    @subrahmanyabhat2385 3 роки тому

    Thank you for this video 👌

    • @edurekaIN
      @edurekaIN  3 роки тому

      Thank you so much for your review on our channel  Great to hear that Edureka is helping you learn better . We’ll strive to make even better learning contents/courses in the future ! Do subscribe the channel for more updates : )

  • @Timhsa_25
    @Timhsa_25 5 років тому +1

    Sir your voice is so clear thanks to explain

  • @sidddiquifarheen4498
    @sidddiquifarheen4498 6 років тому +1

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

    • @edurekaIN
      @edurekaIN  6 років тому

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

  • @ujjwal_here8048
    @ujjwal_here8048 3 роки тому +1

    Great video thank you for sharing.

    • @edurekaIN
      @edurekaIN  3 роки тому

      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 : )

  • @bipsy_
    @bipsy_ 2 роки тому

    Fabulous explanation! clear precise and straight to the point.

    • @edurekaIN
      @edurekaIN  2 роки тому +1

      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:)

  • @nididhyasana5879
    @nididhyasana5879 3 роки тому +1

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

  • @nikhils6294
    @nikhils6294 3 роки тому +1

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

  • @MP-dv4el
    @MP-dv4el 3 роки тому

    Superb explanation👍

    • @edurekaIN
      @edurekaIN  3 роки тому +1

      Thank you for the compliment !Glad our channel is helping you . Do subscribe our channel and hit that bell icon to never miss an video from our channel .

  • @cablemaster8874
    @cablemaster8874 4 роки тому

    very good, your teaching method is fantastic

    • @edurekaIN
      @edurekaIN  4 роки тому

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

  • @akshayrupnar5971
    @akshayrupnar5971 5 років тому +4

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

    • @edurekaIN
      @edurekaIN  5 років тому

      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!

  • @SiphesihleY
    @SiphesihleY 5 років тому +1

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

    • @edurekaIN
      @edurekaIN  5 років тому

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

  • @RaviTeja-zy5yn
    @RaviTeja-zy5yn 4 роки тому

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

  • @Viralvlogvideos
    @Viralvlogvideos 4 роки тому

    awesome tutorials u guys must come and teach in our college

  • @sriramg1386
    @sriramg1386 2 роки тому +3

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

  • @dhaneshpt8641
    @dhaneshpt8641 Рік тому

    Very useful . Thank you so much

  • @ashishverma1382
    @ashishverma1382 4 роки тому

    finally this video help me
    continue.....

  • @gsanjana7
    @gsanjana7 3 роки тому +1

    Amazing explanation 💯 crystal clear and to the point.

  • @gcaira6135
    @gcaira6135 5 років тому +4

    Great video man :)

  • @sivachaitanyaprasad2898
    @sivachaitanyaprasad2898 5 років тому +2

    Excellent 😍

  • @mumtazansari4271
    @mumtazansari4271 2 роки тому +1

    thanks for helping nice video

    • @edurekaIN
      @edurekaIN  2 роки тому

      😊 Glad it was helpful!

  • @sudinroy7979
    @sudinroy7979 3 роки тому

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

    • @edurekaIN
      @edurekaIN  3 роки тому

      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:)

  • @levon9
    @levon9 3 роки тому +1

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

  • @trueknowledge2065
    @trueknowledge2065 4 роки тому +1

    Thanks from south Korea

  • @winviki123
    @winviki123 5 років тому +3

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

  • @nooraskari5760
    @nooraskari5760 3 роки тому

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

  • @Vbs2112
    @Vbs2112 5 років тому +4

    Very well Explained!

  • @schatterjee3157
    @schatterjee3157 4 роки тому +1

    Great stuff!!Please send in the dataset

  • @tayyabaayaz6181
    @tayyabaayaz6181 2 роки тому +3

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

  • @vikasrajput8186
    @vikasrajput8186 5 років тому +6

    My Question is there, I have seen lots of videos on youtube but i didn't get way how to use machince learning in real life..

    • @edurekaIN
      @edurekaIN  5 років тому +2

      Hi Vikas, You can check out our Machine Learning playlist.
      We have explained Machine Learning with the help of real world example and projects.
      ua-cam.com/video/Pj0neYUp9Tc/v-deo.html

  • @0x00whitejsx
    @0x00whitejsx Рік тому

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

  • @abhishekmanglam2305
    @abhishekmanglam2305 4 роки тому

    really good explanation of coding part .

  • @anumolukumar585
    @anumolukumar585 6 років тому +2

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

  • @sandeepbandla7717
    @sandeepbandla7717 5 років тому +1

    your explanation needs a appreciation
    keep going :)

  • @manishaagale6868
    @manishaagale6868 6 років тому +3

    Thank You I'm very well understand it

    • @edurekaIN
      @edurekaIN  6 років тому +1

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

  • @AbhishekSingh-sy9ze
    @AbhishekSingh-sy9ze 6 років тому

    awesome.. got it in one go!!!

    • @edurekaIN
      @edurekaIN  6 років тому

      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!

  • @soumenchatterjee8946
    @soumenchatterjee8946 2 роки тому

    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.

    • @edurekaIN
      @edurekaIN  2 роки тому

      We are very glad to hear that your a learning well with our contents :) continue to learn with us and don't forget to subscribe our channel so that you don't miss any updates !

  • @gdtyui8635
    @gdtyui8635 5 років тому +3

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

  • @rsivaranganayakulu6879
    @rsivaranganayakulu6879 5 років тому +1

    very nice explanation

  • @digwijoymandal5216
    @digwijoymandal5216 5 років тому +1

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

  • @rohitchitte5614
    @rohitchitte5614 4 роки тому

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