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The dataset we will use here to perform the analysis and build a predictive model is Tesla Stock Price data. We will use OHLC(‘Open’, ‘High’, ‘Low’, ‘Close’) data from 1st January 2010 to 31st December 2017 which is for 8 years for the Tesla stocks.

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In the real world, we don't actually know the price tomorrow, so we can't use it to make our predictions. # Shift stock prices forward one day, so we're predicting tomorrow's stock prices from today's prices. msft_prev = msft_hist.copy() msft_prev = msft_prev.shift(1)

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