Hi, there! I'm Shubham.

I am passionate about using data to extract decision making insights and help solve business problems

Here are some of my data science projects.

Predicting Customer Churn

Skills pandas, matplotlib, seaborn, sklearn, imblearn, statsmodel, EDA, Logistic regression, Classification evaluation metrics, Feature Selection

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Customer Segmentation

Skills: Python, Pandas, Scikit-Learn, k-means, clustering, PCA

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Predicting Cancer Mortality Rate

Skills: R, Exploratory Data Analysis, Cross-Validation, Feature Selection, ggplot2, Dimensionality reduction, GLRM, Random Forest

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Exploring the housing sale prices in King County, USA using exploratory data analysis and model building in Python

Skills: Python, Descriptve Statistics, Numpy, Pandas, Scikit-Learn, Exploratory Data Analysis, Logistic Regression, MLR, knn

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Medical Malpractice lawsuit - Exploratory Data Analysis in R

~Performed Exploratory data analysis to determine the factors that affect the amount of claims an insurance company pays out for the medical malpractice lawsuits

Skills: R, Exploratory Data Anlaysis, Data Visualization, Storytelling

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