Matrix Basics | Deep Learning Tutorial 10 (Tensorflow Tutorial, Keras & Python)




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Matrix fundamentals are essential to understand how deep learning works. In this video we will go over what is matrix, matrix multiplication, dot product etc. We will also do some coding in numpy to multiply matrix, find out dot product and so on. As usual I have intersting exercise for you to solve so make sure you work on that exercise.

Code shown in this video: https://github.com/codebasics/py/blob/master/DeepLearningML/4_matrix_math/4_matrix_math.ipynb
Exercise: https://github.com/codebasics/py/blob/master/DeepLearningML/4_matrix_math/4_matrix_math.md
Useful reading on matrix fundamentals: https://www.mathsisfun.com/algebra/matrix-introduction.html

Next video: https://www.youtube.com/watch?v=rYQIQrGmydU&list=PLeo1K3hjS3uu7CxAacxVndI4bE_o3BDtO&index=11

Previous video: https://www.youtube.com/watch?v=cT4pQT5Da0Q&list=PLeo1K3hjS3uu7CxAacxVndI4bE_o3BDtO&index=9

Deep learning playlist: https://www.youtube.com/playlist?list=PLeo1K3hjS3uu7CxAacxVndI4bE_o3BDtO
Machine learning playlist : https://www.youtube.com/playlist?list=PLeo1K3hjS3uvCeTYTeyfe0-rN5r8zn9rw  

Prerequisites for this series:   
1: Python tutorials (first 16 videos): https://www.youtube.com/playlist?list=PLeo1K3hjS3uv5U-Lmlnucd7gqF-3ehIh0    
2: Pandas tutorials(first 8 videos): https://www.youtube.com/playlist?list=PLeo1K3hjS3uuASpe-1LjfG5f14Bnozjwy
3: Machine learning playlist (first 16 videos): https://www.youtube.com/playlist?list=PLeo1K3hjS3uvCeTYTeyfe0-rN5r8zn9rw  

Website: http://codebasicshub.com/
Facebook: https://www.facebook.com/codebasicshub
Twitter: https://twitter.com/codebasicshub
Patreon: https://www.patreon.com/codebasics

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Comment List

  • codebasics
    November 24, 2020

    what is the difference between dot and cross product…?

  • codebasics
    November 24, 2020

    Dhaval you have an amazing skill of explaining very complex topics in such simple ways, you genuinely make maths enjoyable. I am a medical student in the UK and I can't thank you enough for these videos.

  • codebasics
    November 24, 2020

    nice video..thankyou

  • codebasics
    November 24, 2020

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    November 24, 2020

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    November 24, 2020

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  • codebasics
    November 24, 2020

    Awesome channel! Keep uploading! Do you know of smzeus”dot”com??! It’s a great tool for growing your channel.

  • codebasics
    November 24, 2020

    Not even the high paid courses can match CodeBasics! Kudos to amazing videos

  • codebasics
    November 24, 2020

    sir I am waiting for your videos

  • codebasics
    November 24, 2020

    Can you please suggest online bsc Degree from IIT madras in data science and programming is good or not?

  • codebasics
    November 24, 2020

    waiting for the next video:)

  • codebasics
    November 24, 2020

    Can you please suggest online bsc degree in data science and programming launched by IIT madras is good or not ?

  • codebasics
    November 24, 2020

    May I have ur mail-id sir

  • codebasics
    November 24, 2020

    Great explanation 🔥, waiting for 11th tutorial

  • codebasics
    November 24, 2020

    Nice

  • codebasics
    November 24, 2020

    Sir my team has won SIH 2020 nad your video contribute alot in it specially the ML . thanks sir love from BIHAT

  • codebasics
    November 24, 2020

    You have an amazing passion to make people understand……… I believe u can also teach rocket science to a 6th-grade student………..humble request you to make this series very comprehensive…….

  • codebasics
    November 24, 2020

    Thanks

  • codebasics
    November 24, 2020

    U r g8. Ur explanation is simplest.

  • codebasics
    November 24, 2020

    You are not good in Teaching
    In fact You are the Best
    We need you alot Dhaval sir
    keep sharing your knowledge
    I'll pray that you have a great and healthy life sir

  • codebasics
    November 24, 2020

    Great work

  • codebasics
    November 24, 2020

    This is much needed. Thanks Dhaval.

  • codebasics
    November 24, 2020

    amazing explanation👌

  • codebasics
    November 24, 2020

    🥳

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