Contains a list of Machine Learning,NLP projects I have worked on Hacker Rank.
1.Laptop Battery Life
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Linear Regression Model implemented using SciPy with Pandas package.
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Training data (each row)consists of the amount of time the laptop was charged and amount of time the battery lasted.
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Amount of time the battery lasts was predicted for each test input using the model.
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Training data can be accessed at:https://s3.amazonaws.com/hr-testcases/399/assets/trainingdata.txt
2.House Prices Prediction
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Multivariate Linear Regression Model implemented using Scikit-learn with Pandas package.
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Training data (each row) consists of a list of features of the house followed by the house price.
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The prices were predicted for each test input of features using the model.