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

Published: 01 January 1970
on channel: codebasics
151,350
3.4k

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/deep-le...
Exercise: https://github.com/codebasics/deep-le...
Useful reading on matrix fundamentals: https://www.mathsisfun.com/algebra/ma...

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Prerequisites for this series:   
1: Python tutorials (first 16 videos): https://www.youtube.com/playlist?list...  
2: Pandas tutorials(first 8 videos):    • Pandas Tutorial (Data Analysis In Python)  
3: Machine learning playlist (first 16 videos): https://www.youtube.com/playlist?list...

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