- Santa Ana, CA
- in/egrobov
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Customer_clustering.
Customer_clustering. PublicClustered customers into distinct groups based on similarity among demographical and geographical parameters. Applied PCA to dispose insignificant and multi correlated variances. Defined optimal nuβ¦
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saleprice_prediction
saleprice_prediction PublicFamous house sale price prediction dataset from Kaggle competition. EDA,Data Encoding, Labeling. Data Modeling.
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nlp_spam_detection
nlp_spam_detection Publicnltk, regex, tf-idf, count vector, feature engineering, grid search, Random Forest and Gradient Boost models.
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recommender_system
recommender_system Publicmatrix factorization methods, deep learning
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Churn_Detector
Churn_Detector PublicBuilt several predictive machine learning algorithm to predict customer churn.
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MarketingPlaninig_LR
MarketingPlaninig_LR PublicUsing Statistical Analysis and Hypothesis Testing I figured which media contribute to sales the most. I build Linear Regression Model to predict future sales, the R^2 =0.968
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