Artificial Intelligence

 Introduction To The Perceptron Algorithm, ANN / MLP

• Understand the history of Neural Networks
• Learn about Perceptron algorithm
• Understand about Backpropagation Algorithm to update weight
• Drawbacks of Perceptron Algorithm
• Introduction to Artificial Neural Networks or Multilayer Perceptron
• Manual calculation of updating weights of final layer and hidden layers in MLP
• Understanding of various Activation Functions
• R code and Python code to understand about practical model building using MNIST dataset