Stock Price Prediction Using Machine Learning

Abstract

Nowadays, Machine Learning (ML) has become a trending technology in almost all fields of research. In this paper, an effort has been trying to coin up Machine Learning to predict the stock prices. The objective of this paper is to predict the accurate stock prices which helps the investors to make more accurate and informed investment decision. Therefore, a stock price prediction approach has been proposed to achieve better stock prediction accuracy and caters profitable trades which is based on various mathematical functions and other external factors. Therefore, in this paper, a Machine Learning based Long-Short Term Memory (LSTM) technique has been used to predict the stock prices for short and large capitalization.