Introduction

Hi everyone,

This is my note on the Nature Language Processing skills. Because of my own research interest in Finance, most of the methods that I will use in the NLP field are about sentiment analysis or similar category methods for the text data. So, the data preprocessing skills and sentiment analysis methods are going to be the main topic of this note.

The data I use in my examples are data from open sources such as Kaggle. And some Chinese Text data from the CSMAR database. And for the deep learning models, I will build them using PyTorch.

The contents are based on my learning experience at the University of Michigan, course EECS 595 and some of my research experience later on. Thanks a lot for the excellent teaching from Professor Joyce Chai.

Best,

Yiyang Zhang