To make this step simple, we will train the predictive models with the adaptive model (Time-series) using Facebook Prophet. Stock Price Prediction The next step is to make the prediction on 505 stock price, which means we are going to build a stock price predictive model for each stock. If you would like to learn more about how to obtain data using yfinance, you may check out my post of Free APIs to Obtain Stock Price and Economic Indicator. Calculate index from predicted stock pricesÄata Acquisition The first step of the Stock Price Aggregation Model is to obtain the historical stock price and all the necessary data, including the number of floating stock and S&P 500 divisor, from Yahoo Finance (Yahoo Finance offers free data) using the package yfinance and save the stock price in the local relational database. Train stock price predictive model for 505 stocksÄ£. To build this model, it takes 4 steps: 1.
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