The Aspirational Data Scientist

How a Social Scientist Jumps into the World of Big Data

Sunday, February 8, 2026

Umamusume and Generative AI

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After being roped in by my teenaged daughter, I've been playing a lot of Umamusume lately. It's a Japanese gacha game about ...
Monday, July 10, 2017

The Relationship between Machine Learning and Statistics

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UPDATE from original 7/10/17 version to 9/14/17 version: I erroneously maligned confidence intervals for models of big datasets, conflating...
Tuesday, August 4, 2015

Online Course Review: Coursera and Stanford University's Mining Massive Datasets

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It's been quite a while since I last posted—and eight months since I finished the class I'm reviewing. As it happens, I finally got...
Saturday, September 13, 2014

The Ethical Challenge of "Passive Predation" in Data Science: Can Data Science Provide the Solution, and Not Just the Problem?

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I recently ran across an intriguing blog post from Michael Malek, on "Predatory Data Science" . Malek notes that data science met...
Thursday, September 11, 2014

Online Course Review: Udacity's Intro to Hadoop and MapReduce

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For my first course on Udacity , I decided to take Intro to Hadoop and MapReduce , a course created in conjunction with Cloudera , a company...
Monday, August 4, 2014

Online Course Review: Exploratory Data Analysis, from Coursera's Data Science Specialization

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Back in May, I reviewed two of the short courses that make up Coursera 's Data Science specialization. Although the four-week format ...

Programming Languages for Big Data, Part 3

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And now, one more word on the subject of R's speed. At my prodding, Tommy Jones contacted the authors of the study on programming langu...
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