/DeepLearning

This repository has all relevant information for understanding Deep Learning

Primary LanguageJupyter Notebook

Deep Learning

Everything about Machine Learning and Artificial intelligence.

This is a place where you will find all the things I study in regards to Machine Learning and Artificial intelligence.

Folder and what is in them:

  1. Libraries: Basics of popular python library such as Matplotlib and Numpy.

  2. Primitive Neuron: This is the backbone of machine learning and how it all started. It consists of 2 primitive machine learning algorithm MP Neuron and Perceptron.

  3. Sigmoid Neuron: This is an improvement on the previous Primitive Neurons

  4. Feed Forward Neural Network: Using the concepts of neural network with sigmoid as neurons to solve binary and multi class classifications.

  5. Training Feed Forward Neural Network: Understanding Backpropogation and applying them in both scalar and vector formats.