Neural Networks from scratch with Python code and math in detail

Older article about building neural networks from scratch. From the math behind them to step-by-step implementation coding samples in Python with Google Colab. By Pratik Shukla, Roberto Iriondo.

Source: https://pub.towardsai.net/building-neural-networks-from-scratch-with-python-code-and-math-in-detail-i-536fae5d7bbf

This tutorial explains (amongst others):

• What is a neural network?
• Applications of Artificial Neural Networks
• General structure of an Artificial Neural Network (ANN)
• What is a Perceptron?
• Where we can use Perceptrons?
• Neural Network implementation from scratch

… and more. Comprehensive list of resources for further reading is also including. Fabulous!

Tags machine-learning management analytics big-data data-science