Spencer Schien
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Data Scientist Interview Case Study
First in of three posts on a case study I completed as part of a Data Scientist interview process.
Spencer Schien
Last updated on Jan 20, 2022
3 min read
Interview Case Study
Full Case Study Documentation
Second of three posts on a case study I completed as part of a Data Scientist interview process.
Spencer Schien
Last updated on Jan 20, 2022
16 min read
Interview Case Study
Recommendation to Leadership
Third of three posts on a case study I completed as part of a Data Scientist interview process.
Spencer Schien
Last updated on Jan 20, 2022
3 min read
Interview Case Study
Amortization CalculatoR
Learn how to build an amortization calculator in R.
Jan 20, 2022
10 min read
Mortgage Calculator
Cluster Analysis of Milwaukee K12 Schools
Introduction Let’s say you’re doing an analysis of K12 schools, and you want to group schools based on the student populations they serve. One way to accomplish this task is to use the k-means clustering algorithm to group schools into a perdefined (i.
Last updated on Jan 20, 2022
Building a Relational Database of K-12 Schools in R
Description of the problem.
Last updated on Jan 20, 2022
Database Design
Milwaukee Traffic Accident Tracking
This past summer, the Milwaukee Journal Sentinel reported that the Milwaukee Police Department was undertaking an initiative to reduce traffic accidents in Milwaukee by deploying more units to high-risk areas.
Spencer Schien
Last updated on Jan 20, 2022
Milwaukee Traffic Accidents
Mapping Crime in Milwaukee
This post was originally written in 2019, but I’ve updated it to use 2021 data. About a year ago in the fall of 2018, I stumbled across data.
Spencer Schien
Last updated on Jan 20, 2022
Spatial
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