Albert Kim

Associate Professor Of Statistical & Data Sciences

Amherst, Massachusetts, United States
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Summary

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Albert Kim is an Associate Professor of Statistical & Data Sciences at Smith College with 13 years of experience bridging academic research and applied analytics. He earned a PhD in Statistics from the University of Washington after a joint Mathematics and Computer Science BSc from McGill, and his research spans statistical inference, machine learning, and experimental design. Before academia he honed large-scale measurement and quality-assurance skills as a decision support analyst in Google’s Ads Metrics team, experience that informs his data-driven approach to teaching and research. He has a steady publication and conference record and contributes to open-source education resources, including maintenance work on the widely used ModernDive book documentation. Known for clear pedagogy and pragmatic modeling, he excels at translating complex statistical ideas into reproducible R/Tidyverse workflows for students and collaborators. Based in Amherst, MA, he combines liberal-arts teaching experience with industry rigor to advance statistical practice and training.
code12 years of coding experience
job11 years of employment as a software developer
bookPhD, Statistics, PhD, Statistics at University of Washington
bookBSc, Joint Honours Mathematics and Computer Science, Minor Concentration in Management, BSc, Joint Honours Mathematics and Computer Science, Minor Concentration in Management at McGill University
languagesFrench, Korean
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Stackoverflow

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Github Skills (7)

documentation9
html8
r7
git6
macos6
github6
rstudio6

Programming languages (8)

TypeScriptRCSSTeXJavaScriptHTMLAGS ScriptJupyter Notebook

Github contributions (5)

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moderndive/ModernDive_book

Jan 2017 - Dec 2022

Statistical Inference via Data Science: A ModernDive into R and the Tidyverse
Role in this project:
userBack-end Developer
Contributions:7 releases, 26 reviews, 1293 commits in 6 years
Contributions summary:Albert's contributions primarily involved minor testing and code changes within the documentation, specifically modifying HTML files (docs/C-appendixC.html). The edits appear to focus on layout improvements, and possibly bug fixes or general upkeep of the documentation for the project. The code changes indicate the user is familiar with the tools and build process for generating the project's documentation.
bootstrap-methodinferregression-modelspermutation-testtidyverse
JSM 2018 "An Emerging Ecosystem for Data Science/Statistics Education"
Contributions:33 commits, 1 PR, 15 pushes in 1 year
statisticsecosystemsciencedata-science
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Albert Kim - Associate Professor Of Statistical & Data Sciences