This hand-written document implements the XOR gate using Neural Network. It shows all calculations step-by-step.

This note sheds light on the concept of associative memory in the neural network and its types. Additionally, the ideas of Hopfield Network (HN) and Bi-directional Associative Memory (BAM) along with their training...

This hand-written well-organized document teaches the K-Nearest Neighbour (KNN) Algorithm with Example.

This hand-written well-organized document explains clustering and K-Means algorithms with multiple examples of 1-D data (set of values) and 2-D data (table of values).

This hand-written well-organized document teaches the decision tree by example. It takes a small dataset and generates decision tree by calculating entropy, information gain and gain. The algorithm is implmeneted...

This hand-written well-organized document teaches the decision tree by example. It takes a small dataset and generates decision tree by calculating entropy, information gain and gain. The algorithm is implmeneted...

This hand-written document explains Back Propagation in Multi Layer Perceptron using an example neural network.