What is a Neural Network? | Chapter 1 (deep learning in C)

Описание: In today's video I am going to guide you trough the intuition behind building a really simple neural network and feeding it data. From this video you should learn some basic math concepts needed for ML, such as algebra. We will be doing the learning part in the next videos so stay tuned for that.

repo: https://github.com/alexjercan/nn.h
dataset: https://www.kaggle.com/competitions/d...
my dotfiles: https://github.com/alexjercan/nvim.do...

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Chapters
00:00:00 What is the neural network?
00:01:15 Why do we need them?
00:01:29 Neural Networks Intuition
00:07:31 How to tell that a model is good?
00:12:49 Classification Task Prerequisites
00:16:46 Code Time - Dataset
00:41:20 Coding a Neural Network
00:45:42 Dot Product
00:47:11 Feed Forward
00:48:32 NN Data Structure
01:04:50 Sigmoid
01:10:48 Recap and Outro