What are Tensors | Tensor In-depth Explanation | Tensor in Machine Learning

A tensor is a generalization of vectors and matrices and is easily understood as a multidimensional array. In the general case, an array of numbers arranged on a regular grid with a variable number of axes is known as a tensor. A vector is a one-dimensional or first-order tensor and a matrix is a two-dimensional or second-order tensor. Tensor notation is much like matrix notation with a capital letter representing a tensor and lowercase letters with subscript integers representing scalar values within the tensor. Many of the operations that can be performed with scalars, vectors, and matrices can be reformulated to be performed with tensors. As a tool, tensors and tensor algebra is widely used in the fields of physics and engineering. It is a term and set of techniques known in machine learning in the training and operation of deep learning models that can be described in terms of tensors.
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⌚Time Stamps⌚
00:00 - Intro
03:30 - What are Tensors?
03:40 - What are 0D Tensor/Scalar
06:10 - 1D Tensor/Vector
10:30 - 2D Tensor/Matrices
12:15 - ND Tensors
15:21 - Rank, Axes and Shape
18:25 - Example of 1D Tensor
23:28 - Example of 2D Tensor
25:45 - Example of 3D Tensor
32:35 - Example of 4D Tensor
35:14 - Example of 5D Tensor

Пікірлер: 144

  • @susamay
    @susamay Жыл бұрын

    He has not only mastered theory behind concepts but also can elaborate many real life cases and also extra informations arround it. No one can think of asking the question but he just knows that we need to know about it. really great youtube channel.

  • @SAURABHGUPTA_DINOSAUR

    @SAURABHGUPTA_DINOSAUR

    3 ай бұрын

    fr bruhhh for realllll!!!!!!!!

  • @geekyprogrammer4831
    @geekyprogrammer48312 жыл бұрын

    one of the well invested 40 minutes in my life! Really you are a gifted teacher!!! World needs more teachers like you brother. So I hope one day you start explaning in English 😊✌🏼

  • @kali2989

    @kali2989

    Жыл бұрын

    Just cause he explains things in hindi we r here to listen him and cause he is teaching in hindi he is able to do that best for us so please don't ask him for it even though if he can.😊

  • @shedrachelurihu4883

    @shedrachelurihu4883

    6 ай бұрын

    @@kali2989his title should be in Hindu too

  • @divyab592
    @divyab592Ай бұрын

    why doesnt anyone explain concepts like this . Its so well explained .Paid lakhs of rupees to join some course which dosesnt explain the basic concepts like tensor before teachng complex topics like CNN, CV. Here i'm getting for free. Truly amazed by the generosity of tutors like him , who do it for free of cost. Truly admirable

  • @AltafAnsari-tf9nl
    @AltafAnsari-tf9nl Жыл бұрын

    Hats off to your decision of teaching this course in HINDI bcoz now I feel that I can learn throughout the day as it is easy to follow and my mind doesn't have to be extra focussed to understand the concepts.

  • @rohitekka2674
    @rohitekka26742 жыл бұрын

    40 minutes well spent!... Thank you for the wonderful learning!

  • @anuradhabalasubramanian9845
    @anuradhabalasubramanian9845 Жыл бұрын

    Just love the way you are explaining things Sir ! Even a kindergarten student can understand ! Great service and God bless you Sir !

  • @calvinfernandez1956
    @calvinfernandez19562 жыл бұрын

    Like everyone else, I can safely say this was the best 40 minutes I ever invested.

  • @SumanPokhrel0
    @SumanPokhrel02 жыл бұрын

    Doesnt matter if the video was of 40min, all of it was well spent and worth it. Clear explanation.

  • @ecofriendlyify
    @ecofriendlyify Жыл бұрын

    This is probably one of the most useful videos I have watched ever. Superb explaination!!

  • @zaheerkhaninitiative8663
    @zaheerkhaninitiative86633 ай бұрын

    Feel like God give me the best reward of Ramadan. Thanks CampusX. I am following your 100 days ML series and also watching other playlists.

  • @mohammedadil5334
    @mohammedadil53342 жыл бұрын

    The world needs you brother. Knowledge ka bhandar . Love your videos.

  • @dineshgautam7027
    @dineshgautam70272 жыл бұрын

    Explained in a very good way.... Real life examples... May God bless you with.... Whatever you want.....

  • @user-ym1nv1pw8i
    @user-ym1nv1pw8i18 күн бұрын

    Thanks a lot sir! Example : 3D Tensor- Time series data 4D Tensor- Collection of Images (computer vision)- RGB 5D Tensor- Collection of Videos (Collection of frames)

  • @user-yw6jr3op9m
    @user-yw6jr3op9m Жыл бұрын

    your way of explaining the concepts makes me visualize the things. helps me a lot. now I understand things better than ever. thanks

  • @sid9137
    @sid9137 Жыл бұрын

    Hi Nitish Sir, your tutorials have quality content and your teaching makes it easier to understand, thanks a lot for this series. :D

  • @DharmendraKumar-DS
    @DharmendraKumar-DS5 ай бұрын

    You are the master of this domain. Best teacher there.

  • @bhuvanmangalore4483
    @bhuvanmangalore44837 ай бұрын

    This is one of the best explanation for Tensors. Special shoutout to organizing the 5 examples which you have provided. This is going to be in my knowledge forever. Thank you

  • @divyarai8453
    @divyarai8453 Жыл бұрын

    For free you gave this material for, I can't say how it helpful for us, thank you, sir. keep uploading more knowledge full content.

  • @dsreyal5987
    @dsreyal59872 жыл бұрын

    Thank you sir for this wonderful playlist.

  • @AnjaliSharma-lq8ut
    @AnjaliSharma-lq8ut8 ай бұрын

    This channel is underrated for the quality content that it provides. Really good explanation

  • @GamerBoy-ii4jc
    @GamerBoy-ii4jc2 жыл бұрын

    Thank you Sir for an extra knowledge about images...It was so excited and beneficial for me🤓

  • @pritmayani5962
    @pritmayani59625 ай бұрын

    I feel like it was worth 40 minutes. I didn't even know when the video had ended. This concept is clear to me, and now I don't have to memorize it because I understand the concept properly. Thanks to you, sir!

  • @kusumanjalikapgate8158
    @kusumanjalikapgate81582 жыл бұрын

    All concept are cleared...learned with 40 mins...👍

  • @PyMLHub
    @PyMLHubАй бұрын

    Most to the things you are discussing here I already learn in my class, but its really nice to see Revision with you .

  • @underratedPie
    @underratedPie Жыл бұрын

    I am a Physics student, doing my Work in General Relativity...I just wanna really understand what the Tensors are ...I watched so many KZread videos about Tensors, but the best explanation is given by You sir, Cuz our syllabus starts from Reiman Curvature Tensor on Reimanian Manifolds (🥵)

  • @golden_ratio-z8w

    @golden_ratio-z8w

    5 ай бұрын

    Wow!! But how are Tensors used in Physics?

  • @akash.deblanq
    @akash.deblanq3 жыл бұрын

    Amazing amazing explanation. Thank you!

  • @jassuvlogs6362
    @jassuvlogs6362 Жыл бұрын

    Sir, your videos are truly easy to understand such complex topics. Thank you so much to make this channel in Hindi. Your videos are really useful.

  • @atifsalam6802
    @atifsalam6802 Жыл бұрын

    Awesome, seriously you are one of the best on this platform, your way of teaching is superb, keep it up, and I wish you all the best.

  • @prateekbhadauria7004
    @prateekbhadauria7004 Жыл бұрын

    Excellent and awesome explanation of very tedious topic in a simpler one.

  • @rashidkhan8161
    @rashidkhan8161 Жыл бұрын

    Best video with best explanation, thank you very much, it’s much helpful for me and I believe others too

  • @Balochzargai
    @Balochzargai Жыл бұрын

    Ap ka lecture sunty way kabhi boriyat nai hoe Banda hypnotized ho jata hai ap k lecture k Duran .wao mein khush qismat Hun k ap k lecture sun pa Raha Hun ..

  • @mukhlisraza
    @mukhlisraza Жыл бұрын

    Amazing one. Thanks for complete explanation

  • @deeksha-cm8kq
    @deeksha-cm8kqАй бұрын

    Thankyou so much Sir for this easy to understand and very informative lecture .

  • @jawadchaudhry2648
    @jawadchaudhry2648Ай бұрын

    Ustaad e Mohtaram .. u r the best

  • @reconstructionofreligioust4070
    @reconstructionofreligioust40708 ай бұрын

    Bro you're amazing💕💕💕💕💕💕 thank you so much

  • @SamyukthaKaditham
    @SamyukthaKaditham6 ай бұрын

    wowww... I love your explanation and you are teaching a very difficult topics in very simple way.. thank you sir :)

  • @jinks3669
    @jinks36692 жыл бұрын

    Brilliance Naman to your selfless seva 💜💜

  • @pravinshende.DataScientist
    @pravinshende.DataScientist2 жыл бұрын

    l a m following your every lecture bc every vedios is enriching me thank you sir!!

  • @zkhan2023
    @zkhan20233 жыл бұрын

    sir tabhi macha dee apnay .bohot hi acha tutorial hy

  • @Balochzargai
    @Balochzargai Жыл бұрын

    Uff sir Mashallah Kiya way hai ap ka teaching ka qasam sy sir live you from pak mein ny apny SB doaton sy ap ka channel share Kiya k ap ko subscribe Karen ..ap best ho .

  • @artidevi8628
    @artidevi8628 Жыл бұрын

    Very nice explanation sir.... Thank you so much sir 😁

  • @talkswithRishabh
    @talkswithRishabh Жыл бұрын

    Thankyou so much sir for providing such a great content

  • @ParthivShah
    @ParthivShah Жыл бұрын

    thank you very much,,,,,,,,nice work and explanation.

  • @pallaviaggarwal333
    @pallaviaggarwal3332 ай бұрын

    Amazing content!

  • @kaivalyashah5634
    @kaivalyashah56342 жыл бұрын

    dude that counting on 5d tensors was pretty fun to watch.

  • @taukeerahmad9328
    @taukeerahmad9328 Жыл бұрын

    Thanku so much sir subscribed and recommended to 15 friends

  • @shivanshusoni4445
    @shivanshusoni44452 ай бұрын

    Great Lecture 😍

  • @youhavetodoit9070
    @youhavetodoit9070 Жыл бұрын

    What a explanation , Thank You

  • @gunjan25you
    @gunjan25you11 ай бұрын

    very nice and informative video Nitish..thanks.

  • @vagrantbastola9645
    @vagrantbastola96454 ай бұрын

    life saver.......thank you

  • @mohammedshoab2778
    @mohammedshoab2778 Жыл бұрын

    simply brilliant!

  • @manishpingale6558
    @manishpingale65582 күн бұрын

    what an awesome video!!!!

  • @nirmallahiri
    @nirmallahiri11 ай бұрын

    Superb is your training

  • @shikharshukla2940
    @shikharshukla29403 жыл бұрын

    Wah bhaiya great, kya padhate ho aap 👍🏻😘

  • @padhleyaar1234
    @padhleyaar1234Ай бұрын

    very nice explanation

  • @TargetMpset
    @TargetMpset5 ай бұрын

    Super machine learning teacher ❤

  • @riddhidigital7604
    @riddhidigital76042 жыл бұрын

    hi sir, if I want to study like to understand one algo & then doing the end to end project from your playlist,, how should I go through

  • @santoshkamble9189
    @santoshkamble91898 ай бұрын

    Thanks!

  • @sameergoilkar9956
    @sameergoilkar9956 Жыл бұрын

    best channel and videos ever

  • @SACHINKUMAR-px8kq
    @SACHINKUMAR-px8kq Жыл бұрын

    Thankyou so much Sir

  • @SS-yb1qd
    @SS-yb1qd Жыл бұрын

    Very nicely explained

  • @MuhammadJunaid-yr8jd
    @MuhammadJunaid-yr8jd Жыл бұрын

    Thank you so much sir

  • @user-bw6lr1fu1f
    @user-bw6lr1fu1f3 ай бұрын

    Thankyou sir

  • @uf9927
    @uf99274 ай бұрын

    can a collection of frames (3d) with timestamp (dimension) be regarded 5D tensor?

  • @narendraparmar1631
    @narendraparmar16317 ай бұрын

    Thanks

  • @purushottammitra1258
    @purushottammitra12583 жыл бұрын

    Really Brilliant Explanation ,,Sir!!! Please Also Start Lectures Regarding Deep learning Algorithms & NLP Too..

  • @raj4624

    @raj4624

    2 жыл бұрын

    NLP aarha hai aaj se 19:30 ko..channel check out krlo

  • @syedasad5037
    @syedasad5037 Жыл бұрын

    best tensor and NLP topic explained in hindi .

  • @akshaykumar-wv4bc
    @akshaykumar-wv4bc Жыл бұрын

    i loved it so far but actually i want to apply for data analyst role so which videos should i watch

  • @life3.088
    @life3.0882 жыл бұрын

    ur great sir

  • @shrikb
    @shrikb2 жыл бұрын

    Love you sir ❤️

  • @m.s.rathore9074
    @m.s.rathore9074 Жыл бұрын

    thnak you sir 😊

  • @BollywoodDuffer
    @BollywoodDuffer7 ай бұрын

    Superb explanation

  • @rajtripathi95
    @rajtripathi954 ай бұрын

    great

  • @naveenk_ai
    @naveenk_ai10 ай бұрын

    Dronacharya for me, for many ❤

  • @dakshitadutta979
    @dakshitadutta9798 ай бұрын

    Sir, In 2d tensor if we have [[1,2],[3,4]] then there are 2 vectors or 4 vectors ?

  • @JustPython
    @JustPython10 ай бұрын

    Good explanation

  • @shuvadiproy5154
    @shuvadiproy51543 ай бұрын

    Can you please tell me which book you follow ?

  • @BTStechnicalchannel
    @BTStechnicalchannel Жыл бұрын

    Considering 3D has 3 axis, then infinite no of axis are possible? Also Thanks for an easy and interesting explanation!!!

  • @vishnukale8595
    @vishnukale85952 жыл бұрын

    Superb....

  • @manujkumarjoshi9342
    @manujkumarjoshi934210 ай бұрын

    Great

  • @aniketpantawne7664
    @aniketpantawne76642 жыл бұрын

    amazing !!

  • @amir-ulislam9090
    @amir-ulislam9090 Жыл бұрын

    thanks

  • @singh.aadarsh
    @singh.aadarsh Жыл бұрын

    Amazing

  • @Ahmet-nd5ct
    @Ahmet-nd5ct4 ай бұрын

    is there any english subtitles of your videos?

  • @ketansuthar8554
    @ketansuthar855410 ай бұрын

    Legend 🙌

  • @zainbhika-pv2xh
    @zainbhika-pv2xh2 ай бұрын

    Thanks CampusX

  • @adityarajnema2947
    @adityarajnema2947 Жыл бұрын

    Kasam se bhai 40 min ka laga hi ni. Bohot insightful.

  • @khushimalviya3047
    @khushimalviya30472 жыл бұрын

    Best!!!

  • @karanpratapsinghrathore3363
    @karanpratapsinghrathore33639 ай бұрын

    amazing

  • @priyankjain9970
    @priyankjain99702 жыл бұрын

    one word... wow

  • @ashwinmnayak3262
    @ashwinmnayak326211 ай бұрын

    hi can anyone tell where can i find the notebook link of this 100 days of ml

  • @Facts23799
    @Facts237995 ай бұрын

    Sir please send all notes machine learning every video 😊

  • @mvg4828
    @mvg48286 ай бұрын

    25:27 , first he is talking about input, then the next 'input', he means to say output* -> n-dimensional array.

  • @gauravbisht2268
    @gauravbisht226811 ай бұрын

    Aur numbers add krne m vector ki dimensions badh jaegi kya aise toh matrix m toh dimensions badte rhenge as per the increaseing the no of values

  • @amirsohail855
    @amirsohail8555 ай бұрын

    Sir at 29:05 you are explaining 3D tenser. Sir if we have sentences of three words then it will become 3D tenser and the final tenser will be 4D. Then in NLP practically we do not use 3D tenser we use ND tenser because it depends on the length of the sentence. Am I correct?

  • @sandipansarkar9211
    @sandipansarkar9211 Жыл бұрын

    finished watching

  • @SAURABHGUPTA_DINOSAUR
    @SAURABHGUPTA_DINOSAUR3 ай бұрын

    OMFG!! I'm sooo damn shocked sir your knowledge behind all those concepts including the irl applications is astonishing. What a beautiful person you are omg. Thankyou so much for existing.

  • @thehardwaretopics8514
    @thehardwaretopics85147 ай бұрын

    Kya mast padhate h aap

  • @karanparashar6824
    @karanparashar68243 ай бұрын

    Big Fan 👏

  • @user-mi7rs1hs9v
    @user-mi7rs1hs9v10 ай бұрын

    sir best video just little problem with sound quality else content quality is like old Taarak Mehta Ka Olta Chasma best

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