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itsmarmot / stockPrice-forecasting

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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.

meta forecasting lstm-neural-networks nvda arima-model stockprice msft tsla aapl fbprophet-model
  • Updated Jul 28, 2024
  • Jupyter Notebook

jpriyankaa / Time-Series-EDA-and-Stock-Analysis-of-Tesla-2010-2024-

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This project involves performing an Exploratory Data Analysis (EDA) and a comprehensive stock analysis of Tesla Inc. (TSLA) from June 29, 2010, to June 25, 2024, utilizing various Python libraries such as yfinance for data retrieval, pandas for data manipulation, datetime for date and time operations, and matplotlib for data visualization.

data exploratory-data-analysis time-series-analysis dataanalysis stockprice
  • Updated Aug 6, 2024
  • Jupyter Notebook

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