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Single Family Loan Data Analysis

Problem Statement

The United States Department of Housing and Urban Development is a Cabinet department in the Executive branch of the United States federal government. As a Data Scientist, we must understand the US housing market. We are given Single-Family Loan Data to analyze and asked to present our results. Then, using the datasets, build predictive analytics models and do the classification

EDA

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Performance File Summary :

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Variation of Loan Credit Score across the years

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Logistic Regression image

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Files to Look

Book report.docx - Detail Report of Analysis

Steps to Recreate

Docker Command to Execute

docker pull khushbuprkh/midterm_final

docker run -ti khushbuprkh/midterm_final

in the bash enter: make

This executes all the files in a pipeline

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