Cryptocurrency prediction in MATLAB Assessment

Instructions:

Analyze  a time series of cryptocurrency data to predict the bull and bear markets. The dataset consists of the same attribute as you often see in the stock prices, such as Open, Low, High, Close, etc. Here are the following instructions on what I will be accomplishing:

1. Conduct Markov Switching Model to predict the market Up and Down. Not only just a prediction, but I also need to find out which state the market will be in the next period. I need the Python coding for the Markov switching 

2. Using the same dataset, I need to predict and forecast the next 10-15 days by applying the LSTM model in  Besides, please write two-three page mathematical background of the LSTM model, including the formulas.

Please note writing the mathematical background; please use proper in-text citation and reference (APA style) at the end of your writing. Highly discouraged from using any AI language tools for writing.