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LSTM Model which predicts the Stock Price using NASDAQ data and Market sentiment

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stock_prediction_model

NOTE: This project is a simple exercise for getting familiar with LSTM Models and should not be used to make any actual financial decisions. Keep in mind that the stock market depends on various factors that have not been included in the training process.


This project uses a LSTM Model to predict the Closing Prices of selected stocks.

Selected Stocks: Amazon, Meta, Netflix, Tesla, Microsoft, Apple

Data Processing and Cleaning is done using Pandas.

Feature Scaling / Transforming is implemented by using the StandardScaler in sklearn.

The model is built and trained using Keras.

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LSTM Model which predicts the Stock Price using NASDAQ data and Market sentiment

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