NLP Learning and Training

Objective here is to explore the concepts of natural language processing and implement it from scratch and using pytorch. The code for each section in agenda will be posted each week.

Agenda: Schedule

Content of Learning

Installation & Basics

• Numpy, Pandas and Pytorch Tensor
• Exercise
• Machine Learning Basics

Artificial Neural Network

• Theory - Perceptron Model to Neural Network, Activation Functions, Cost Functions, Gradient Descent and Back Propogation