What is a neuron? | Deep Learning Tutorial 3 (Tensorflow Tutorial, Keras & Python)

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  • Опубліковано 12 лип 2020
  • In this video, we will see how you can think of a logistic regression as a neuron. We will use insurance dataset as a sample and build a logistic regression. Logistic regression uses two step process for classification,
    step 1: linear regression to find best fit line for given dataset
    step 2: sigmoid or logit function to convert this line into values between 0 and 1
    Using sigmoid function one can do a classification.
    🔖 Hashtags 🔖
    #whatisneuron #neuralnetwork #neuron #deeplearning #deeplearningtensorflow #deeplearningtutorialpython #deeplearningtutorial
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    Prerequisites for this series:
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КОМЕНТАРІ • 442

  • @codebasics
    @codebasics  2 роки тому +17

    Do you want to learn technology from me? Check codebasics.io/ for my affordable video courses.

  • @shaiksuleman3191
    @shaiksuleman3191 3 роки тому +33

    Sir You are Simply .You are Doctor like with out pain you give injection.U and Krish Nail are two eyes for ML and DL

    • @codebasics
      @codebasics  3 роки тому +3

      Thanks dear for lovely comment. 😀

    • @Jitesh-ek5xf
      @Jitesh-ek5xf 19 днів тому

      I had stroke reading this.

  • @subhasreegupta8669
    @subhasreegupta8669 3 роки тому +108

    I was watching multiple tensorflow videos but wasn't able to understand. But you made it so easy. I really appreciate you way of teaching. There might by thousands of videos on tensorflow but nobody teaches so well.Most beautiful part of your videos are you explain things easy. That is what I love about your channel. I wish your channel grows like that.

    • @mayank113463
      @mayank113463 2 роки тому

      thanks

    • @suryateja8713
      @suryateja8713 2 роки тому +2

      hey subhasree! It is really great to see you have been learning Tensorflow too! Learning would be even better if we could learn together, can you please give me your contact, i have many doubts regarding machine learning

    • @rudralakhani9826
      @rudralakhani9826 2 роки тому +1

      VERY TRUE!!

    • @krubabu
      @krubabu Рік тому +1

      absolutely true

  • @kmnm9463
    @kmnm9463 Рік тому +10

    Hi Dhaval,
    This tutorial on neurons as in NN is simply amazing, At 14:42 when the single neuron representation of the logistic regression was presented, it was mind - boggling - the link and transition from linear / logistic models to NN was seamlessly clear. So smooth it was. Otherwise NN used to be seen separately and one would have to imagine a lot to get a hang of them. Thanks a lot.
    Krish

  • @jaganathreddygfkkwvvlly7325

    The simplest way to understand easily the neuron concept in Machine learning. I feel so happy to have a tutor like you. Thank you so much sir.

  • @michaelkubina1973
    @michaelkubina1973 2 роки тому +13

    Thank you very much! Your explanations are outstandingly clear and easy to follow. I have learned in not even 25 minutes far more than i have hoped for.I am happy that you have so much videos and that i can learn so much from you then.

  • @nikolasioannidis794
    @nikolasioannidis794 3 місяці тому +1

    the cleanest and simplest tutorial of Applied deep learning you will see on the internet

  • @azzahamed2063
    @azzahamed2063 2 роки тому +1

    You are an AMAZING teacher. And I am sure you are an amazing person too ! Thank you for the great work you are doing to help people (like me) evolve and learn new things.

  • @nayyershahzad8051
    @nayyershahzad8051 3 роки тому +3

    Fantastic! The simplest yet comprehensive way of teaching!

  • @abhi9029
    @abhi9029 7 місяців тому +1

    These tutorials are simplest, easy to understand and the best one on UA-cam.

  • @alainleclerc4523
    @alainleclerc4523 Рік тому +1

    one of the best teachers in the field of machine learning and deep learning. be blessed!!

  • @girishtripathy275
    @girishtripathy275 2 роки тому

    One of the best lecture series for CS over youtube.

  • @nikolaynedelchev1644
    @nikolaynedelchev1644 3 роки тому +18

    Thank you very much for the entire Data Science series. You explain the concepts in a clear and understandable way - you are awesome! :)

  • @dataguy7013
    @dataguy7013 2 роки тому

    This is by FAR the BEST video on neuron I have seen, Thanks so much

  • @JujutsuMan
    @JujutsuMan Рік тому

    OMG... this video is so concisely and powerfully to make me understand the neuron! I never expected that the neuron is like a single calculation with input and output

  • @Ankurkumar14680
    @Ankurkumar14680 3 роки тому +8

    Thanks a ton for starting this amazing series.....it is clearing lots of doubts sir......request you to keep it comprehensive :)

  • @satishb9975
    @satishb9975 3 місяці тому

    Mathematics simplified: the way you explain it makes anyone interested in learning mathematics. Thank you very much for all the great teachings! It inspires and draws to exploration and a desire to understand the logic even more.

  • @chinedumjoseph9875
    @chinedumjoseph9875 2 роки тому +2

    Wao!. I can give one million likes for this. This is absolutely amazing. I love the fact that you linked it to linear regression and logistic regression making it flow. Well done!

  • @ukanivikas2694
    @ukanivikas2694 3 роки тому +7

    Again, i love this channel. I got something different from this channel 😁
    Love you sir G.

  • @user-ix9yw2yb6z
    @user-ix9yw2yb6z 4 місяці тому

    I watched python, numpy, panda, ml and now watching DL.. Ur teaching style makes me feel like concepts are very easy. I can study. Now a days it's becoming addiction to watch videos of urs. Big thumps up. Grateful to u

  • @inhibited44
    @inhibited44 6 місяців тому +1

    the explanation of the neurons being independent variables of age, education and income is nice. I took stats in college 40 years ago and this explanation helps explain it to me.

  • @k-metaverse1202
    @k-metaverse1202 3 місяці тому

    It's the best tutorial I've seen. SOOOO clear and easy to understand. Thanks you so much for your great tutorial.

  • @shashwatsingh9338
    @shashwatsingh9338 3 роки тому +2

    Please give us examples related to every video, as you did it in your previous machine learning videos. Loved your channel. It's great and I would love to have more deep learning tutorials.

  • @Sophisticatedlyours
    @Sophisticatedlyours 3 роки тому +2

    Thanks a lot ! You are doing a great job by helping us students to get these basic concepts cleared that too for free of cost .😌🙏🏻🙏🏻🙏🏻

  • @ricardodealcantara
    @ricardodealcantara Рік тому

    THANK YOU SO MUCH - I tried so many different sources to have a clear view of the basis of neurons, and you sir, are the best by far.

  • @silverlining2401
    @silverlining2401 2 роки тому

    You make complex things so easy. Its fun learning with you. I'm a fan of your teaching. Keep up the good work.

  • @williamso3708
    @williamso3708 2 роки тому +1

    very clear and understandable video on what is neuron - not convoluted and easy to grasp. makes learning fun!

  • @MdsKo
    @MdsKo 3 роки тому +15

    Your enthusiasm makes you a great teacher.

  • @shivav7379
    @shivav7379 Рік тому +1

    I was referring many notes to understand these concepts and your videos are amazing which made me understand in very short time

  • @josephafonne6012
    @josephafonne6012 2 роки тому

    Man, you break down this concept for anybody to understand. I am happy I came across your channel. Thanks a lot.

  • @anilbhallavi2942
    @anilbhallavi2942 5 місяців тому

    Most easy and clear explanation I ever saw , I really want to thankyou for such a easy, clear and beautiful content.
    There are lots of videos on UA-cam but this best of them .

  • @AltafAnsari-tf9nl
    @AltafAnsari-tf9nl 3 роки тому +1

    It can't be more simpler than this . Awesome explanation ..Thank You so much sir.

  • @TheMarComplex
    @TheMarComplex 2 роки тому

    You are the best and the sweetest teacher ever!

  • @MrSunilkumar100
    @MrSunilkumar100 3 місяці тому

    Please keep doing more videos like this. You are really a good teacher. you made these concepts so easy to understand. Thank you for sharing your knowledge with all of us.

  • @robertolobianco7764
    @robertolobianco7764 2 роки тому

    This is amazing! Thanks so much for keeping posting those awesome videos! Love the way you explain things

  • @anilupadhyay4752
    @anilupadhyay4752 2 роки тому

    Amazing sir.. I was watching the vedio and I understood all the points as easily as I am listening any kids story. Thanks a lot. You are amazing

  • @danbahadurgurung8593
    @danbahadurgurung8593 2 роки тому +1

    plez dont stop making videos. U are a great teacher.Thank you for this gems.

  • @FarhanSiddique-wu4mv
    @FarhanSiddique-wu4mv Рік тому +1

    very well explained ... tried to learn many times before . But no can can explain like you. Keep it up

  • @fazelamirvahedi9911
    @fazelamirvahedi9911 2 роки тому

    I hadn't seen approach like this before, that was very interesting. Thank you for your simple and clear explanations.

  • @shafiqullaharyan261
    @shafiqullaharyan261 3 роки тому +9

    Thank you very much, I tried many times to learn this but now it’s clear for me after watching your video

  • @rlankela
    @rlankela 2 роки тому

    Well explained, Linear regression-> continuous variable to Logistic regression-> discreet variable (part of neuron)

  • @tomasdale5306
    @tomasdale5306 2 роки тому

    AT LAST..... I SEE THE LIGHT !!!!!! THANK YOU SO MUCH !!!!! FROM EL SALVADOR, IN CENTRAL AMERICA.

  • @rupeshnaik7626
    @rupeshnaik7626 2 роки тому

    A straightforward explanation of the topic. You make it easy for us.

  • @arnolddumba7949
    @arnolddumba7949 2 роки тому +1

    i was a lil bit lost in
    school...but now i'm like damn, sir you have simplified everything...thanks for this simple and clear explanation. thank you sir

  • @emmanuelchinedze320
    @emmanuelchinedze320 2 роки тому

    Thank you so much. You are a great lecturer. Your way to explain make the concepts very easy to understand.

  • @earlymorningcodes6100
    @earlymorningcodes6100 2 роки тому

    Content of this level is free I cant Believe.Keep up the good work sir

  • @rjmathematica9277
    @rjmathematica9277 Рік тому

    thank you sir for uploading ml and dl lectures . Your the best you made dl so easy i was unable to understand in my college that really helped me to pass my exams . God bless you sir

  • @uddalakmitra1084
    @uddalakmitra1084 2 роки тому +1

    Just fantastic introduction to neuron. Thank you Sir !

  • @ThatsLalitt
    @ThatsLalitt 8 місяців тому

    Best explaination of a neuron till date I have seen. Going from the basic to the point where all books refer neuron as it is. Great way of explaining. 👏

  • @badralboushy4624
    @badralboushy4624 Рік тому

    I really appreciate the way you explain these concepts. keep up the good work ❤❤❤❤

  • @vamsiraghu3258
    @vamsiraghu3258 Рік тому

    very clear explanation using a simple input function and an output function. Thank You!

  • @aakuthotaharibabu8244
    @aakuthotaharibabu8244 Рік тому

    most simplest way one could explain... awesome....

  • @davidcotto8955
    @davidcotto8955 2 роки тому +2

    i finally see some mathematics being applied in a field. After graduating i never used calculus, trigonometry or anything.. i became an IT Support guy, Server Admin, Automation Engineer, Web Developer plus more but never seen anything crazy mathematical.. i guess deep learning is one of those field where its applied. thanks for sharing

    • @carti8778
      @carti8778 2 роки тому

      U serious?? Maths is almost used everywhere in the backend. Also nobody writes a deep learning code from scratch nowadays.

  • @raom2127
    @raom2127 2 роки тому

    Sir Great explanation now Iam confident by seeing your vedios now understood about weights and neurons I was not understanding from several seen vedios.God Bless you sir giving valued knowledge cannot buy and dont know where to buy.....Thanks will be very less to say I want to say more than that.

  • @pranavtiwari1883
    @pranavtiwari1883 3 роки тому +1

    best channel for data science and machine learning. You are the best sir!

    • @codebasics
      @codebasics  3 роки тому +1

      Glad you liked it pranav

  • @sindhuramrutha
    @sindhuramrutha 8 місяців тому

    After looking at the neuron image, after a long time I felt like "Dimaag khul gaya".! Such simply explained. Thank you very much sir.!!! 🙏

  • @shaikhrecommends4912
    @shaikhrecommends4912 2 роки тому +2

    Thank you sir for this valuable course, it is very helpful!

  • @lijojacob12
    @lijojacob12 6 годин тому

    You made it Simple and easy to understand. Great video! Thank you!

  • @neophyte679
    @neophyte679 3 місяці тому

    like this video and how it crystallises the basics of the formation of a neural network.

  • @user-yg9yj1nd3q
    @user-yg9yj1nd3q 9 місяців тому

    This is the best explanation of the concept to me so far. I am subscribing to your channel today.

  • @anoopbhagat13
    @anoopbhagat13 3 роки тому +1

    Thank you so much, sir for such an easy explanation of the concept. Whenever I'm in a doubt or need to learn any ML concept, I watch your videos.

    • @codebasics
      @codebasics  3 роки тому +1

      Anoop I am glad you found this to be useful 👍😊

  • @suhailshaikh3533
    @suhailshaikh3533 2 роки тому

    Explained in very simple way, thank you !

  • @mohitpant8607
    @mohitpant8607 2 роки тому

    Thanks sir it was very easy and i got the concept fully only by the explanation. I read it many times and never got what exactly is happening but now because of this video i got the concept. Thanks.

  • @usmanafridi9668
    @usmanafridi9668 2 роки тому

    Best explanation about neuron in deep learning!

  • @brunamello3410
    @brunamello3410 6 місяців тому

    You made it sound very easy! Thank you!☺

  • @dipenramtel8872
    @dipenramtel8872 Рік тому

    perfect explanation, really looking for this kind of style ! thank you broda

  • @ellen5118
    @ellen5118 2 роки тому

    I am truly grateful for your video. Thanks a lot!

  • @atanasiotembe4080
    @atanasiotembe4080 Рік тому

    Impressive the way you are approach the concepts. Thank you so much Sir.

  • @mohammadmahdisheikhi5256
    @mohammadmahdisheikhi5256 Рік тому

    Hello ! You described the model extremely amazing. Thanks a lot

  • @chathurangiatugoda3859
    @chathurangiatugoda3859 2 роки тому

    My dear Sir,
    Thanks a lot for this kind of clear explanation as I am new to this area. Thank You very much again

  • @ManpreetSingh-lh5gd
    @ManpreetSingh-lh5gd 3 роки тому

    best video in this world for the explantion of neuron

  • @RaghuPrasadKonandur
    @RaghuPrasadKonandur 3 роки тому

    Thanks. Great video.Concepts are explained in easy and simple way.

  • @fahadreda3060
    @fahadreda3060 3 роки тому

    Always happy to watch your videos sir ..wish u all the best 👍,Thanks for the video

  • @kathiravan6003
    @kathiravan6003 3 роки тому

    u r unique.....thanks a lot..........u r like python corey chef

  • @bubblegum6394
    @bubblegum6394 Рік тому

    excellent series. especially pertinent for the field of radiology

  • @mariamcea
    @mariamcea Рік тому

    Amazing sessions..just loving it!

  • @eswarijayakumar4456
    @eswarijayakumar4456 3 роки тому

    Thanks for this amazing series.

  • @rkag5811
    @rkag5811 3 роки тому

    nice explanation without any flaws. Thank you very much.. I am also convinced with your incredible data which combining DL and Stats. It will be helpful for my research.

  • @kimjensen1787
    @kimjensen1787 Рік тому +2

    You are simply brilliant to explain complicated stof

  • @fahadrehmani1973
    @fahadrehmani1973 3 роки тому

    Best simplistic way of explanation 👍 keep it up.

  • @lalendrakumar4840
    @lalendrakumar4840 Рік тому

    Thank you so much sir... for explaining neuron concept with simple and easy way...

  • @demon3769
    @demon3769 Місяць тому

    explanation is soo good that my brain absorbs every single word thanks for your efforts really helpful

  • @madhavgupta740
    @madhavgupta740 2 роки тому

    That's how things should be explained.... You are really a great teacher!!!

  • @gokulnaathbaskar9808
    @gokulnaathbaskar9808 Рік тому

    Thank you so much, beautiful explanation

  • @user-ze2ju3rm7u
    @user-ze2ju3rm7u 2 роки тому

    Thank you very much! Very clear explanation.

  • @tarunjindal9321
    @tarunjindal9321 3 роки тому

    Thank you for such a clear explanation:)

  • @tech-n-data
    @tech-n-data Рік тому

    This is a beautiful explanation. Well done.

  • @janardhangurram3413
    @janardhangurram3413 3 роки тому

    I am thankful to you sir. I am depending solely on your lectures to learn ML-DL-DS .Thanks a lot.

  • @bhaskarp3151
    @bhaskarp3151 Рік тому

    Awesome explanation any beginner can understand easily.

  • @kajalkhirodkar6521
    @kajalkhirodkar6521 3 роки тому

    Thankyou for such amazing series on deep learning.. You did a really great job in teaching such difficult concepts in such an easy way.

  • @muhammednihas2218
    @muhammednihas2218 17 днів тому

    Thank you ! this video is very helpful to understand the neuron

  • @mdsabbirkhan7277
    @mdsabbirkhan7277 3 роки тому

    Thank you sir 👍 for clear and simple techniques

  • @sumathir2440
    @sumathir2440 3 роки тому

    More clarity in the presentation......basics explained very clearely.

  • @kamet00
    @kamet00 2 роки тому

    Awesome explanation. Thank you so much.

  • @tanmayeemanhas9401
    @tanmayeemanhas9401 3 роки тому +1

    i'm a 20 yo student from j&k, this is clearing all my doubts, thank you,!

    • @codebasics
      @codebasics  3 роки тому

      I am glad this is helping you. j&k is so beautiful, i wish to visit it some day :)

  • @muhammadaarizmarzuq295
    @muhammadaarizmarzuq295 2 роки тому

    3 more months till 9th grade, i'm still bad at ml, but this guy had helped through these tutorials.

  • @jangareddy4731
    @jangareddy4731 2 роки тому

    Just started the series upto now clear

  • @iaconst4.0
    @iaconst4.0 3 місяці тому

    EN ESPAÑOL TE LO DIGO: MUY BUENA EXPLICACION, GRACIAS POR EL APORTE!

  • @KOTESWARARAOMAKKENAPHD
    @KOTESWARARAOMAKKENAPHD 2 роки тому

    thank you sir , good information for beginners who are aspirant to learn deep learning

  • @erinwolf1563
    @erinwolf1563 3 роки тому

    Thank you very much Sir. you made DL/ML very easy to understand