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springboard-dstrack's Introduction

Springboard Data Science Career Track

This is the repository for the work, exercises and analysis related to the Springboard Data Science Career Track program. The capstone projects for the course can be found in separate repos and are no longer hosted here (they can be found here and here, respectively). The table below shows the mini-reports, projects, and exercises I have completed in the program.

Chapter Subject File
Data wrangling JSON manipulation report
Inferential statistics Analyze human body temperature using EDA report
Examine racial discrimination using EDA report
Reduce hospital readmissions using EDA report
Machine Learning Linear regression on Boston housing data report
Logistic regression on heights and weights report
Predicting movie ratings from reviews using Naive Bayes report
Customer segmentation using Clustering report
Data Science at Scale MapReduce and Spark report
Take-Home Challenge Relax Challenge - Important factors for prediction report
Ultimate Challenge - End-to-end DS analysis report

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