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twitterdataextraction
twitterdataextraction Publicusing twitter data to analyze celebrity popularity
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linear-regression-and-price-prediction
linear-regression-and-price-prediction Publicusing linear regression to predict price of used cars
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STOCK-PREDICTION-WITH-PYTHON
STOCK-PREDICTION-WITH-PYTHON PublicWe utilize LSTM networks to forecast Microsoft Corporation's stock prices. We gather comprehensive historical data, preprocess it, construct LSTM models, train and evaluate them, and provide future…
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GAS-PRICE-FORECASTING
GAS-PRICE-FORECASTING PublicThis repository utilizes time series analysis to predict natural gas prices, aiding informed decisions in the energy market. Through meticulous data preprocessing, visualization, and ARIMA modeling…
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PREDICTING-CREDIT-RISK
PREDICTING-CREDIT-RISK PublicLogistic Regression and Random Forest classifiers are used to create a machine learning model that attempts to predict whether a loan from LendingClub will become high risk.
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CREDIT-RISK-PREDICTION
CREDIT-RISK-PREDICTION PublicModel selection crucial in loan approval prediction project. Random Forest outperformed Logistic Regression, emphasizing importance of choosing appropriate models for accurate predictions.
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