Course Content
Part – 3
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