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1. Customer_clustering. Customer_clustering. Public

   Clustered customers into distinct groups based on similarity among demographical and geographical parameters. Applied PCA to dispose insignificant and multi correlated variances. Defined optimal nu…

   Jupyter Notebook 3

2. saleprice_prediction saleprice_prediction Public

   Famous house sale price prediction dataset from Kaggle competition. EDA,Data Encoding, Labeling. Data Modeling.

   Jupyter Notebook

3. nlp_spam_detection nlp_spam_detection Public

   nltk, regex, tf-idf, count vector, feature engineering, grid search, Random Forest and Gradient Boost models.

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4. recommender_system recommender_system Public

   matrix factorization methods, deep learning

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5. Churn_Detector Churn_Detector Public

   Built several predictive machine learning algorithm to predict customer churn.

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6. MarketingPlaninig_LR MarketingPlaninig_LR Public

   Using 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

   Jupyter Notebook