Machine learning and data mining project NEEDS FIXING BY 24 HOURS

Hello I have a project I need help with. Here is a summary of the full expectation of the project: You get data from yahoo finance that you then split into other sets. Then you first study the correlation between apple and some other stocks, studying this should allow you to get a value called y_predicted which is the predicted price pf apple from the correlation model. If you can use the monte carlo method ontop of the correlation method then that would be amazing, if not its okay. Next we will use the mone carlo to predict the stock , unless you used it for correlation then skip this part. Please view the report for what is expected. After that we use MPL that we feed into it the price of apple , y_predicted and the features we chose. This should allow us to predict a buy or sell signal at the closing price. At a higher level the model basically studies the price of apple tries to predict the price suing a regression model , and if it predicts the price will go up it send a buy signal and if predicts the price will go down the next day it sends a sell signal. The decision is made when the closing price is given and the buy or sell classification is done for the next day.