The S&P 500 Index is a free float-adjusted market capitalization-weighted stock market index. It is used to record and monitor daily changes of the largest companies of the American stock market and is the main indicator of the overall market performance and is considered as one of the most important global financial indicators. Design a multilayer neural network for SP500 stock price forecasting and validate the corresponding output in a single epoch with tangent activation function. [50 marks)