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Utilize time series data of stock prices to analyze future trends and predict stock prices for the upcoming week.

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project_trend_forecast_stock_price

Investment: Stock Market Prediction

Time Series data is a series of data points indexed in time order. Time series data is everywhere, so manipulating them is important for any data analyst or data scientist. In this dataset, we will discover and explore data from the stock market, particularly some technology stocks (Apple, Amazon, Google, and Microsoft). and Cryptocurrency (Bitcoin) historical data.

Work flow

1.Get data

2.Cleansing & transformation:

2.1. extract feature

2.2. one hot

2.3. train-test split

3.Prediction model

4.Visualize

5.Feature engineer

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Utilize time series data of stock prices to analyze future trends and predict stock prices for the upcoming week.

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