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

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

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/
Patreon: https://www.patreon.com/codebasics

Source

### 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

Loving the vids!! 😊 You deserve more subs! Did you check SMZeus”dot”com!!? You should use it to promote your videos and grow your channel.

• codebasics
November 24, 2020

🌟 Great work mate!! I recommend using smzeus”dot”com.! ! It’s the best way to grow your channel quickly.

• codebasics
November 24, 2020

Great work mate!! You should use SMZeus”dot”com.! ! It will help your videos rank better in the search results!!

• 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
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