stock prediction utilizing

 three-method stock prediction utilizing LSTM, ARIMA, and MCMC

LSTM, ARIMA (and its variants), and MCMC (Markov Chain Monte Carlo) are presumably terms that most of you are already aware with. Because of market volatility and social influences on the trend, stock prices are typically a little more difficult to predict. In order to make my recommendations flexible and dependent on the historical data of each stock, my research concentrated on merging such methodologies. I'm hoping this notebook may be helpful to you.

I choose the yfinance package because it is simple to install and use for data scraping.

For gaining access to the financial data on Yahoo Finance, Ran Aroussi created the open source library known as Yfinance. Excellent market information on stocks, bonds, currencies, and cryptocurrencies is available on Yahoo Finance. Additionally, it offers market news, reports,

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