Our Software Project is about Stock Price Prediction using Time Series Analysis. It come under Machine Learning Concept using R Language. We have inculcated Shiny Package for the GUI and have implemented using RStudio for hosting and for doing the analysis on the project. Here we have used two ARIMA models for forecasting that is Seasonal and Non Seasonal at 80% and 95% confidence level. Also we have created a Executive dashboard with certain features like To-Do List, Alerts, And Progress.
Screenshots of the working and the result are as below.
- Here We can see the message section
2)Here we can see the To Do List
3)We will Try to forecast the price for the any stock for example here we are going to use the AAPL stock code
4)Now we are forecasting the price of the apple stock price using non- seasonal ARIMA
5)Now we are forecasting the price of the apple stock price using Seasonal ARIMA
