Development Of A Predictive Model Using Machine Learning To Forecast Stock Market Trends:- Nwobodo, Chinasa B

ABSTRACT

Stock, market prediction is the process of attempting to determine the future value of a company stock or other financial instrument traded on an exchange. Prediction markets are open markets that enable the prediction ofspecific outcomes using financial incentives. The problem statement ofthis research focus on the lack of accurate predictions, increase in inflation rates, unemployment rates and inconsistencies in market prediction system. The project focuses on the development of a predictive model using machine learning to forecast stock market trends. The objective of this research focuses on the platform for the development of a predictivemodel using machine learning to forecast stock market trends, build a database structure used to store data, create a module used to login and prediction purchase order, design a platform that display stock market prediction, design a platform that display list of stock. The project was realized through the adoption of primary and secondary sources of data collection which includes interview, observation, questionnaire, the internet and journals. The research methodology used is waterfall model. The system is implemented by using Html, PHP and java script and MYSQL for the database. ;The results showed that the system addresses the challenges by provide valuable insights into fiiture stock price movements.