Customer Churn Prediction using ANN | Keras and Tensorflow | Deep Learning Classification

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  • Опубликовано: 25 дек 2024

Комментарии • 121

  • @rohanazad6745
    @rohanazad6745 10 месяцев назад +11

    It is a sign of a great teacher if he/she can explain difficult concepts in simple words. Nitish fits into the category easily !!!

  • @ganeshreddykomitireddy5128
    @ganeshreddykomitireddy5128 Год назад +44

    Although he is a playing a role of a teacher he is requesting us... to pick a pen and paper to practice to make sure that we understand how it works. It shows how obedient he is towards others.... God Gifted teacher

    • @ParthivShah
      @ParthivShah 8 месяцев назад +4

      Yesssss.....he is great and much passionate.

    • @wewesusui9528
      @wewesusui9528 6 месяцев назад +4

      He is 🐐

  • @elonmusk4267
    @elonmusk4267 6 месяцев назад +10

    How can anyone be so good at teaching. have got addicted to this channel.

  • @UmerFarooq-zv1ky
    @UmerFarooq-zv1ky Месяц назад +2

    You are bollion times better than my university professors
    Love You Sir From Pakistan❣

  • @srinivaspadhy9821
    @srinivaspadhy9821 9 месяцев назад +2

    Sir You actually know how human brain works, thats why you are teaching how NN works and then teaching the Backpropagation, so that we can connect the backpropagation with the neural network. Great Sir. Your teaching style is great.

  • @yahyakhankhokhar1840
    @yahyakhankhokhar1840 2 года назад +14

    We can't thank you enough🙌 your voice is so soothing.

  • @agrimkrishna166
    @agrimkrishna166 12 дней назад

    just see the glimmer in his eyes!! Maverick of DS man!

  • @talibdaryabi9434
    @talibdaryabi9434 Год назад +7

    I want a million more subscribers for your channel, such a great teacher.

  • @RUPESHDUBEY-mt6tn
    @RUPESHDUBEY-mt6tn 6 месяцев назад +2

    Genuinely, you are among the best educators available for ML/DL.

  • @nishkarshaggarwal2692
    @nishkarshaggarwal2692 2 года назад +7

    bhaiya app best ho!!! aap jaisa koi nahi.... thank you hum logo ke liye itni mehnat karne ke liye.... dil se thank you!!!! : )

  • @tushb8532
    @tushb8532 2 года назад +9

    thank you bhai i have been watching your videos .... got the job finally u were a big help..thanks!!!

  • @chamlin6452
    @chamlin6452 2 года назад +11

    Very clear and simple explanation, which any beginner will easily understand. Awesome lectures. Please keep uploading the further contents.

  • @DIY_Foodie
    @DIY_Foodie Год назад +2

    The best explanation i got in my 12 months learning

  • @siddharthupadhyay5160
    @siddharthupadhyay5160 6 месяцев назад

    i have never seen such a great teacher for ML and DL on yt or in my college the way nitish sir explains is so easy to understand and it helps grasp the basics very well. Thank you so much sir for such great efforts this channel needs so much recognition and it will reach it i definitely believe that.
    I HAVE ALREADY SUGGESTED THIS CHANNEL TO SO MANY OF MY OTHER PEERS WHO ARE LEANRING ML AND DL

  • @AnkurSingh-kj9wu
    @AnkurSingh-kj9wu 2 года назад +9

    Bhaiya please continue this course!!
    This is one of the best DL courses

  • @aradhyadhruv9084
    @aradhyadhruv9084 Год назад +2

    The explanation is so good. I watched a lot of videos for ANN but your playlist is truely a gem. Please keep uploading more videos sir!

  • @hamasali8764
    @hamasali8764 Год назад +3

    One of the best teacher I have ever seen . With clear concepts and simple explanation skills❤❤❤ love from pakistan 🇵🇰🇵🇰🇵🇰

  • @ramsu8220
    @ramsu8220 Год назад +3

    Very Informational and way of explanation is amazing sir...thank you

  • @waqarjoiya-yd2sx
    @waqarjoiya-yd2sx 6 месяцев назад

    bht zayada dar tha k neural network pta nhi kya bala hai lakin sir ap k teaching method sy aisy laga k ye sab kuch nhi ap ka lecture 5 second b skip nhi kr skaty har point pr kuch na kuch learning k leye hai love u sir from Pakistan

  • @ersushantkashyap
    @ersushantkashyap 5 месяцев назад

    really appreciate how you are sharing your knowledge for free, i have paid almost 2L in IIT Delhi for this course and really not enjoying their sessions. But your sessions are addiction, i have started feeling confident by each passing day.

  • @narendraparmar1631
    @narendraparmar1631 11 месяцев назад +1

    You have Style to explain ML concept in a very easy manner
    Thank You

  • @mentalgaming2739
    @mentalgaming2739 11 месяцев назад

    Best Video about ANN . Concept clearning video . Thank you sir for this

  • @HarpreetSingh-s4smarty
    @HarpreetSingh-s4smarty 2 года назад +1

    dil se thank you bhai jii for making these simpler videos

  • @ryhanuddin9373
    @ryhanuddin9373 Год назад +3

    Excellent video with clear explanation. One of my favorite channels on ML.
    Sir, could you please also venture into federated learning in conjunction with ML/DL. That would be much appreciated.
    Again thank you for your great videos.

  • @pankajgoikar4158
    @pankajgoikar4158 4 месяца назад

    This was an easy and amazing video. You have given us very deep knowledge. Thank you so much. Keep going... 👏👏👏👏👏👏👏👏

  • @dakshbhatnagar
    @dakshbhatnagar 2 года назад +3

    This video actually helped a lot put things in perspective.

  • @Gudduyadav_1989
    @Gudduyadav_1989 6 месяцев назад

    You have really a best/great teaching skills.. hat's off sir..

  • @ritikagrawal642
    @ritikagrawal642 5 месяцев назад

    Best explanation !! you make ML DL so easy for us.

  • @rameshkumar-uq2uf
    @rameshkumar-uq2uf Год назад

    Bhaisaab... Yakeen nhi hota... Boring se boring topic ko bhi ye banda itna interesting trah se padha skta h.. Can't believe 🙏🙏

  • @md_shagaf_raiyan_rashid
    @md_shagaf_raiyan_rashid 10 месяцев назад +1

    Thank you so much sir i really try to understand this keras topic maine bahut jagah dekha but samjh nahi aya maine chatgpt se bhi samajhane ko kaha uska bhi samjh nahi aya but you are grate sir ❤

  • @md_shagaf_raiyan_rashid
    @md_shagaf_raiyan_rashid 10 месяцев назад +1

    Mind blowing sir

  • @memorable_bookmarks
    @memorable_bookmarks 2 года назад +3

    Thanks for this great and simple explanation!!

  • @minalgupta7456
    @minalgupta7456 7 месяцев назад

    learning way is too good pls upload more projects ML and DL

  • @hamdansiddiqui3294
    @hamdansiddiqui3294 Год назад

    best channel for Ai

  • @zkhan2023
    @zkhan2023 2 года назад +2

    mindblowing explanation sir jee

  • @faheemfbr9156
    @faheemfbr9156 Год назад

    Best practical lecture, very simple and clear. Thanks

  • @mathclass1717
    @mathclass1717 10 месяцев назад

    Great efforts. Thank you for each video !!

  • @seemaacharya7721
    @seemaacharya7721 Год назад

    Informative and clear content. Thank you sir.

  • @pinkalkumar3766
    @pinkalkumar3766 2 года назад

    I love your way of teaching 😊😊

  • @paragbharadia2895
    @paragbharadia2895 4 месяца назад

    you maded it, super easy, thanks!

  • @nipunsingh1606
    @nipunsingh1606 Год назад

    bhot badhiya padhaya hai bhaiya😇

  • @this_is_nazim_
    @this_is_nazim_ Год назад

    thank you so much sir ,your work is highly appreciated

  • @techvideo4752
    @techvideo4752 3 месяца назад

    amazing content

  • @prakharagarwal9448
    @prakharagarwal9448 2 года назад +1

    Mza a gya hindi Me ml, DL sikhke

  • @_sonu_
    @_sonu_ 2 года назад +1

    ❤️❤️❤️😋🏓 Sir really you are Amazing.

  • @KumR
    @KumR Год назад

    This one video was enough to motivate me to keep learning Deep.

  • @amitmishra5474
    @amitmishra5474 Год назад +1

    Hi Sir! at 16:43 first you said it is input layer after that you said it is a hidden layer. I am confused. Someone please explain.

    • @zainabshaikh9139
      @zainabshaikh9139 Год назад

      we are providing 11 inputs to the hidden layer 1 which contains 3 neurons.

  • @farhadkhan3893
    @farhadkhan3893 2 года назад

    outstanding, very easy. I salut

  • @IrfanSaleem541
    @IrfanSaleem541 2 месяца назад

    Thanks and greetings from Oman. Can we draw these ANNs layerwise graphically using some package, Seaborn code, etc.? If so, share a video, sample code link, API, etc.

  • @deepakgubbala7420
    @deepakgubbala7420 10 месяцев назад

    excellent video

  • @creed908
    @creed908 5 месяцев назад

    hatsoff sir.....
    😌

  • @aryaadwaitdongre4801
    @aryaadwaitdongre4801 3 месяца назад

    We preprocessed the X_train test as
    X_train_trf=scaler.fit_transfrom(X_train)
    so while passing to the model we shoulf pass X_train_trf ,right??

  • @Keep_Laughfing
    @Keep_Laughfing 2 года назад

    @25:30 sir hidden layer 1 hi h ye coding me kha show ho rha h???

  • @ayushparwal2210
    @ayushparwal2210 6 месяцев назад +1

    nice video.

  • @aarizmobin4487
    @aarizmobin4487 2 года назад +1

    Great video

  • @pavantripathi1890
    @pavantripathi1890 7 месяцев назад

    Thanks for the video

  • @jayantsharma2267
    @jayantsharma2267 2 года назад

    enjoying the great content

  • @Morphine-691
    @Morphine-691 2 года назад +1

    Sir Mai 2 din baad apse milne aa raha hu.. Kolkata CampusX Sector 5 head office me.

  • @ajaykushwaha4233
    @ajaykushwaha4233 2 года назад +1

    Sir ye kaise maloom hoga ki kitne hidden layer add kerne hain aur each layer mein kitne node honge, is hyperparameter ko tune kerna ka koi code hai kya ?

  • @ebrahimhaquebhatti3258
    @ebrahimhaquebhatti3258 2 года назад +4

    Link to the notebook:
    www.kaggle.com/campusx/notebook8ad570467f

  • @rb4754
    @rb4754 6 месяцев назад

    Nitish and his channel #CampusX is going to be next big thing on RUclips soon...

  • @technicalhouse9820
    @technicalhouse9820 Год назад

    love you Sir from pak

  • @sujithsaikalakonda4863
    @sujithsaikalakonda4863 Год назад

    Nice explanation.

  • @StartGenAI
    @StartGenAI 2 года назад

    Great video 🙏

  • @heaven-aman5946
    @heaven-aman5946 28 дней назад

    ❤❤bestest

  • @rafibasha1840
    @rafibasha1840 2 года назад +2

    Please make video on feature selection techniques,imbalanced dataset and post in ML playlist

  • @HritikRanjan-mr5pq
    @HritikRanjan-mr5pq 10 месяцев назад

    Your videos is really informative and easy to understand. And i have been following your playlists. In this video i found something that is not clear to me and i also tried to check twice more. My problem is while one hot encoding command used is "pd.get_dummies(df,columns=['Geography','Gender'],drop_first=True)" and just below used "df.head()" i found out is that 2 columns are missing that are "Geography_France" and "Gender_Female". Are these mistakenly missing or you intentionaly did it. Please reply Thank again for your video s Sir.

    • @prathamsaboo
      @prathamsaboo 10 месяцев назад

      I also thought that he missed the those columns. But it might have been done to reduce the time complexity of the model. BTW I am also not sure why he did that.

    • @prathamsaboo
      @prathamsaboo 10 месяцев назад

      Failed to convert a NumPy array to a Tensor (Unsupported object type int). Did you get this error in the code?

  • @anuragsahu8144
    @anuragsahu8144 3 дня назад

    Great

  • @abdulqadar9580
    @abdulqadar9580 Год назад

    model = Sequential()
    model.add(Embedding(10000,2,input_length=50))
    model.add(SimpleRNN(32,return_sequences=False))
    model.add(Dense(1,activation='sigmoid'))
    model.summary()

  • @dpxy1599
    @dpxy1599 Год назад

    Clear explanation

  • @jk47nitk
    @jk47nitk 2 года назад

    best explanation

  • @karthiavenger4577
    @karthiavenger4577 2 года назад

    love it 😍 🥰

  • @Sara-fp1zw
    @Sara-fp1zw 2 года назад +1

    Thankyou!

  • @yatishkhurana6705
    @yatishkhurana6705 Год назад

    Perfect sekhate hi..essa lagta every thing is so easy

  • @SumanPokhrel0
    @SumanPokhrel0 2 года назад

    Amazing again.

  • @anilrajshinde7062
    @anilrajshinde7062 2 года назад

    You are really great

  • @charanpoojary4804
    @charanpoojary4804 2 месяца назад

    great

  • @prasiddhadulal6267
    @prasiddhadulal6267 7 месяцев назад

    i can't resist myself to comment

  • @hemantdangi8679
    @hemantdangi8679 Год назад

    Very Nice

  • @SaifAbbas-c9p
    @SaifAbbas-c9p 9 месяцев назад

    informative

  • @SS-yb1qd
    @SS-yb1qd 2 года назад +1

    Bahut maja aaya

  • @manujkumarjoshi9342
    @manujkumarjoshi9342 Год назад

    I have one doubt, Is scaling ordinal values beneficial??

  • @illusions8101
    @illusions8101 Год назад

    Thank you sir

  • @rajeshdharwai
    @rajeshdharwai 2 года назад

    How to find the right number of hidden layer with nodes?

  • @ChandrakalaKurubaTechieStuffs
    @ChandrakalaKurubaTechieStuffs Год назад

    Kudos bhaiyya

  • @prathamsaboo
    @prathamsaboo 10 месяцев назад

    Failed to convert a NumPy array to a Tensor (Unsupported object type int). Anyone getting this error in the code?

    • @apoorvranjan3353
      @apoorvranjan3353 4 месяца назад

      # Convert X_train and y_train to np.float32
      X_train = np.asarray(X_train).astype(np.float32)
      y_train = np.asarray(y_train).astype(np.float32)
      x_test = np.asarray(x_test).astype(np.float32)
      Try to convert the values to np.float32 , try this.

  • @barunkaushik7015
    @barunkaushik7015 2 года назад

    Superb

  • @amitjajoo9510
    @amitjajoo9510 2 года назад +3

    sir please start full ml,dl course (live class)

  • @sandipansarkar9211
    @sandipansarkar9211 2 года назад

    finished watching

  • @DeepakKumar-lw8cp
    @DeepakKumar-lw8cp 2 года назад

    WoW! 👍

  • @patelpavan5479
    @patelpavan5479 Год назад

    can i run same code on matlab

  • @m.a.rehmannaseer4334
    @m.a.rehmannaseer4334 Год назад

    Bhai ❤

  • @D_i_n_e_s_562
    @D_i_n_e_s_562 3 месяца назад

    Wah!

  • @infinity2creation551
    @infinity2creation551 11 месяцев назад

    😊😊

  • @AmitPatel-cz4ib
    @AmitPatel-cz4ib 2 месяца назад

    👍👍👍👍

  • @vishnujatav6329
    @vishnujatav6329 2 года назад +1

    A little bit understandable

  • @kosttavmalhotra5899
    @kosttavmalhotra5899 Год назад

    wow

  • @yashjain6372
    @yashjain6372 Год назад

    best

  • @RaviSingh-bl6ls
    @RaviSingh-bl6ls 11 месяцев назад

    Perfect

  • @sktdebnath
    @sktdebnath 2 года назад

    🙏