AdroitAnandAI

Anand P V's repositories

Linear Model to predict the crime rate of North Carolina. Detailed EDA done prior to building model

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Visual data analysis on Haberman Dataset

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Performance comparison of self-coded Stochastic Gradient Descent vs Sklearn OLS vs Batch Gradient Descent

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10-fold CV KNN on BoW, TF-IDF, W2V & TF-IDF weighted W2V (Brute force vs kd-tree)

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Logistic Regression on Amazon Reviews

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10-fold CV Naive Bayes Classifier on BoW and TF-IDF vectorized Reviews with Optimal Alpha

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To predict stock prices based on daily record of the price of the S&P500 Index from 1950 to 2015.

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t-distributed stochastic neighborhood embedding

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