Neural Networks From Scratch - Lec 2 - Coding a Neural Network in Python

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Building Neural Networks from scratch in python.
This is the second video of the course - "Neural Networks From Scratch". This video covers the coding of a layer with more neurons and then how to code the fully connected network with 3 layers.

Course Playlist:

Code used in this video:

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Chapter:
0:00 Introduction
0:24 Coding a neuron with NumPy
1:55 Coding a single layer with 4 neurons
4:43 Coding a single layer in Numpy
7:50 Coding a 2-layer network
10:10 Creating a Layer() class and creating a network using it
14:20 Coding for a batch of inputs
16:25 Conclusion

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As an interested layman, I am reading a book about ML but with only the book at hand it is very difficult to grasp how a neural network is working in 'real live'. Thank you very much for the clarity of your video. Makes thing much more easier to understand. This is of great value!

mpatcas

the best ML tutorials on youtube, . I've tried so many channels but my concepts weren't getting cleared. Thanks a lot sir!!!🙏

fireblaster

Thanks a lot for sharing your knowledge. It was worth listening to you sir.

kishorechettri

Hello sir, thank you for making this series. Do you plan to cover backpropagation at any point?

Dhruvbala

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