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fbprophet-model

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The stock price forecasting results for 5 leading technology companies: Meta (META), Tesla (TSLA), NVIDIA (NVDA), Microsoft (MSFT), and Apple (AAPL). This analysis uses three popular prediction models: LSTM (Long Short-Term Memory), ARIMA (AutoRegressive Integrated Moving Average), and FBProphet.

  • Updated Jul 28, 2024
  • Jupyter Notebook
zidio-internship-group-projects

Time series forecasting project using ARIMA, SARIMA, FB Prophet, and LSTM on stock data. ARIMA and SARIMA were evaluated with RMSE against a Naïve baseline, and all results were visualized in Python and Power BI

  • Updated Aug 21, 2025
  • Jupyter Notebook

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