Coding Lane

Coding Lane

I am Jay Patel and I am very passionate about Machine Learning and helping you understand the programs behind it in a fun and engaging way.

I can help you learn the algorithms behind successful machine learning models and also building applications and projects. If you like to learn Machine Learning without boring lectures and build awesome applications, then this may be the channel for you.

Machine Learning has its applications everywhere. Image Recognition, Language Translation, Chatbots, speech to text, stock prediction, and many more. It is predicted that 80% of emerging technologies will have an AI foundation.

And we are just starting out in the uses of AI. Now is one of the best times to learn Machine Learning.

Fully Connected Layer in CNN

Fully Connected Layer in CNN

Convolution Operation in CNN

Convolution Operation in CNN

Пікірлер

  • @mukeshgupta9806
    @mukeshgupta98063 күн бұрын

    By implementing the same code it is showing an error: weight is not defined what should I do

  • @omoniyitope7826
    @omoniyitope78263 күн бұрын

    This is really interesting and simplified. Thank you so much for the handwork you put in

  • @DilpreetKaur-zq8je
    @DilpreetKaur-zq8je4 күн бұрын

    Thnk you very much sir ❤.You helped me a lot.

  • @tarunicab7376
    @tarunicab73765 күн бұрын

    It is showing can't import sequential from tensorflow. model how to fix this error

  • @user-ry3tu1hx7h
    @user-ry3tu1hx7h6 күн бұрын

    while loading the dataset i get an error msg

  • @reenus134
    @reenus1347 күн бұрын

    Love your explanation

  • @lazyraconteur8279
    @lazyraconteur82797 күн бұрын

    At 14:40 why are we multiplying with (1/m), even though it is not mentioned in the formula?

  • @vijayadurgakavya9178
    @vijayadurgakavya917810 күн бұрын

    Thank you man please keep doing these kind of videos

  • @CodingLane
    @CodingLane8 күн бұрын

    Thank you. Will do!

  • @user-gf2hp2ij4x
    @user-gf2hp2ij4x10 күн бұрын

    Underrated channel fr

  • @CodingLane
    @CodingLane8 күн бұрын

    Thanks a lot

  • @ks3356
    @ks335610 күн бұрын

    Wonderfully explained. Just finished watching all the 12 videos from your playlist.....

  • @ernestmodise4953
    @ernestmodise495312 күн бұрын

    Hi Jay "Don't laugh at me, I have always been programing of a external compiler (Java / Matlab) - After launching your github template, the jupyter blank code is not in edit mode, what must I do

  • @unnimk75
    @unnimk7514 күн бұрын

    Wonderful explanation.

  • @PunnanaVinayAnjanch21b076
    @PunnanaVinayAnjanch21b07615 күн бұрын

    for simplicity how can partial differentiation of L/Z3 be equal to the difference of Z3 , please kindly explain this🙏 @coding lane ??

  • @abcdedcba561
    @abcdedcba56116 күн бұрын

    When creating the bigrams (for each of two adjacent words), the order should matter. But why you insert all the possible combinations in the bigrams list? I think the order of the words as it appear in the corpus is important to capture the relationship between adjacent words.

  • @amlanbdey
    @amlanbdey16 күн бұрын

    How the sum over m (number of onsevation) gets included by the matrix multiplication of the matrices that are made of one state's variable. A2,A3, Y etc all are matrices of just one snapshot or just one state of the neural network.

  • @franzkingstein2686
    @franzkingstein268617 күн бұрын

    Bro you are great. Respect ++

  • @CodingLane
    @CodingLane8 күн бұрын

    Thank you so much!

  • @myquestforknowledge
    @myquestforknowledge17 күн бұрын

    nice explanation. CNN layers do complex jobs of finding edges through filters. So CNN + flatten layer + ANN gives output.

  • @ashutoshpatidar3288
    @ashutoshpatidar328817 күн бұрын

    bro can you plese tell, what resources do you follow for learning and such indepth understanding of this concepts?

  • @vg5675
    @vg567517 күн бұрын

    how to select best features to get the highest possible f1 score

  • @cihadozdemir9124
    @cihadozdemir912418 күн бұрын

    thank you very much

  • @garimakaushik4744
    @garimakaushik474418 күн бұрын

    great help. Thanks for all the videos. too good

  • @creepsow1236
    @creepsow123621 күн бұрын

    very nice aaa frr

  • @anilsaroj3390
    @anilsaroj339023 күн бұрын

    @codeboosterjp Could you please share your ppt?

  • @areenanshumanprusty7809
    @areenanshumanprusty780923 күн бұрын

    Isn't axis=1 row wise summation ?

  • @SafetyLaunda
    @SafetyLaunda23 күн бұрын

    When finding del(Cost)/del(Bias), is it really column wise summation instead of row wise summation because we are reducing rectangular matrix of n3*m to n3*1 vector? I might be wrong, but I think there is a mistake

  • @CrashBandicoot-qp8vq
    @CrashBandicoot-qp8vq26 күн бұрын

    can you please reference the values of beta1 and beta2 and epsilon ?

  • @Sansaar_Ek_Vistaar
    @Sansaar_Ek_Vistaar26 күн бұрын

    The best ever explanation with detailed mathematical explanation

  • @drelijahmikail3916
    @drelijahmikail391627 күн бұрын

    why 2m specifically? There are differences of 2m points, but there are only m values.

  • @algorithmo134
    @algorithmo13428 күн бұрын

    Hi @Coding Lane, I dont get the part at 7:05 dL/df. Can you explain where did f2'(Z2) go?

  • @algorithmo134
    @algorithmo13429 күн бұрын

    You made a small mistake while typing the code for derivative_tanh(x) function. ✔ The correct code will be : def derivative_tanh(x): return 1 - np.power(np.tanh(x), 2)

  • @NkembehBenjaminSCC
    @NkembehBenjaminSCC29 күн бұрын

    thanks i really enjoy the playlist

  • @algorithmo134
    @algorithmo13429 күн бұрын

    At 8:00, Is there a mistake? You should take partial derivative with respect to a?

  • @algorithmo134
    @algorithmo13429 күн бұрын

    how does relu solve the vanishing gradient problem since some part of the gradient is zero for x < 0?

  • @djordjetosic4553
    @djordjetosic4553Ай бұрын

    Maybe best explanation on YT on this topic, i am looking at hours of content and this 18 min video helped me a ton, Thank you!

  • @manikantaperumalla2197
    @manikantaperumalla2197Ай бұрын

    cost function for binary classification that you mentioned is also called as entropy. am I right?

  • @rohithdasari4888
    @rohithdasari4888Ай бұрын

    i still dont understand one thing what does B mean here is it the direction or bias

  • @manikantaperumalla2197
    @manikantaperumalla2197Ай бұрын

    well explanation brother. keep it up

  • @user-eu4sn5jg8p
    @user-eu4sn5jg8pАй бұрын

    i had a doubt you mentioned gray scale goes from 0 to 255 so the filter you say has negative values too how is that possible

  • @aspiringarchitects
    @aspiringarchitectsАй бұрын

    Thanks

  • @Ivaan_reminiscence
    @Ivaan_reminiscenceАй бұрын

    Does relu makes the f(x)=0 even if the x is very small but >0? because tanh/sigmoid the rate of change of gradient becomes very small but still >0, whereas in the relu the f(x) seems to be 0 only when x<=0

  • @Ivaan_reminiscence
    @Ivaan_reminiscenceАй бұрын

    when you summarized the formula @9:00 min, wont there be an 1/m upfront? as that's what you explained at the top handwritten

  • @H2xPRINCE
    @H2xPRINCEАй бұрын

    i am only getting 50% accuracy

  • @MKSB-bv1ej
    @MKSB-bv1ejАй бұрын

    Really informative. Thankyou

  • @bincybincy1
    @bincybincy1Ай бұрын

    This is so well explained.. thankyou

  • @cleisonarmandomanriqueagui9176
    @cleisonarmandomanriqueagui9176Ай бұрын

    cost function can be any function for those who are asking why dividing by 2 . of course the ones that makes sense and we can minimize is a function power of 2 so that's why

  • @nguyenano402
    @nguyenano402Ай бұрын

    Thank you for your dedication and about the quizzes, I can't find it.

  • @freebeast3790
    @freebeast3790Ай бұрын

    nice bro . i couldn't understand what prof andrew was tryna say but you did a great job , thnks man

  • @vikalpluthra5404
    @vikalpluthra5404Ай бұрын

    explanation of the concept was so good! the concept became easy to understand! Thanks for this video!

  • @rimeblb573
    @rimeblb573Ай бұрын

    thank you

  • @S.aliakbar.h7
    @S.aliakbar.h7Ай бұрын

    You are a good teacher. Congratulations ❤