Student Spotlight: Aaron Payne, Data Analyst

Student Spotlight: Aaron Payne, Data Analyst

Aaron Payne, an MBA student at Georgia Tech studying business analytics and a Senior Insights Analyst at Chick-fil-A, joins Kyle Polich to talk about turning analytics into decisions that matter. They unpack a real-world forecasting project with Comfama in Colombia, including messy data realities, interpretability tradeoffs, and why "data science for good" starts with the people impacted.

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Episoder(601)

[MINI] Gradient Descent

[MINI] Gradient Descent

Today's mini episode discusses the widely known optimization algorithm gradient descent in the context of hiking in a foggy hillside.

8 Jan 201614min

Let's Kill the Word Cloud

Let's Kill the Word Cloud

This episode is a discussion of data visualization and a proposed New Year's resolution for Data Skeptic listeners. Let's kill the word cloud.

1 Jan 201615min

2015 Holiday Special

2015 Holiday Special

Today's episode is a reading of Isaac Asimov's The Machine that Won the War. I can't think of a story that's more appropriate for Data Skeptic.

25 Des 201514min

Wikipedia Revision Scoring as a Service

Wikipedia Revision Scoring as a Service

In this interview with Aaron Halfaker of the Wikimedia Foundation, we discuss his research and career related to the study of Wikipedia. In his paper The Rise and Decline of an open Collaboration Com...

18 Des 201542min

[MINI] Term Frequency - Inverse Document Frequency

[MINI] Term Frequency - Inverse Document Frequency

Today's topic is term frequency inverse document frequency, which is a statistic for estimating the importance of words and phrases in a set of documents.

11 Des 201510min

The Hunt for Vulcan

The Hunt for Vulcan

Early astronomers could see several of the planets with the naked eye. The invention of the telescope allowed for further understanding of our solar system. The work of Isaac Newton allowed later scie...

4 Des 201541min

[MINI] The Accuracy Paradox

[MINI] The Accuracy Paradox

Today's episode discusses the accuracy paradox. There are cases when one might prefer a less accurate model because it yields more predictive power or better captures the underlying causal factors des...

27 Nov 201517min

Neuroscience from a Data Scientist's Perspective

Neuroscience from a Data Scientist's Perspective

... or should this have been called data science from a neuroscientist's perspective? Either way, I'm sure you'll enjoy this discussion with Laurie Skelly. Laurie earned a PhD in Integrative Neuroscie...

20 Nov 201540min

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