Evan Rushton | Data Scientist

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EVAN RUSHTON

Learning Experience Design

I'm Evan Rushton, a math teacher, learning experience designer, and data scientist.

My recent projects are highlighted below.

Learning Impact

Building learning impact models for content on Nickelodeon's Noggin platform with Kevin Miklasz.

Language: SQL, R, python

Tooling: Spark, Databricks

Data store: Snowflake, S3 bucket

Thinking time and reaction time are two different measures of time-on-task in digital learning platforms, and how response time is measured makes a difference in the subsequent machine learning algorithms.

Churn Prediction

Building churn prediction models for an edtech startup.

Language: R, python, JQL

Tooling: Mixpanel, R-Studio

Data store: MongoDB

CA Enrollment Trends

Visualizing ethnic enrollment trends in CA public schools.

Language: R

Tooling: Tableau, R-Studio

Data store: local csv

Cleaning | Github

Game-based Assessment

Analyzing game data and performance data for learning games developed at GlassLab with Seth Corrigan.

Language: R

Tooling: R-Studio

Data store: csv in Drive

Research | Github

Person-Item Map (eRm, pre+post stacked).png

LOOKING TO START A PROJECT? LET'S TALK.

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