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)

Predictive Policing

Predictive Policing

Kristian Lum (@KLdivergence) joins me this week to discuss her work at @hrdag on predictive policing. We also discuss Multiple Systems Estimation, a technique for inferring statistical information abo...

24 Jun 201636min

[MINI] The CAP Theorem

[MINI] The CAP Theorem

Distributed computing cannot guarantee consistency, accuracy, and partition tolerance. Most system architects need to think carefully about how they should appropriately balance the needs of their app...

17 Jun 201610min

Detecting Terrorists with Facial Recognition?

Detecting Terrorists with Facial Recognition?

A startup is claiming that they can detect terrorists purely through facial recognition. In this solo episode, Kyle explores the plausibility of these claims.

10 Jun 201633min

[MINI] Goodhart's Law

[MINI] Goodhart's Law

Goodhart's law states that "When a measure becomes a target, it ceases to be a good measure". In this mini-episode we discuss how this affects SEO, call centers, and Scrum.

3 Jun 201610min

Data Science at eHarmony

Data Science at eHarmony

I'm joined this week by Jon Morra, director of data science at eHarmony to discuss a variety of ways in which machine learning and data science are being applied to help connect people for successful ...

27 Mai 201642min

[MINI] Stationarity and Differencing

[MINI] Stationarity and Differencing

Mystery shoppers and fruit cultivation help us discuss stationarity - a property of some time serieses that are invariant to time in several ways. Differencing is one approach that can often convert a...

20 Mai 201613min

Feather

Feather

I'm joined by Wes McKinney (@wesmckinn) and Hadley Wickham (@hadleywickham) on this episode to discuss their joint project Feather. Feather is a file format for storing data frames along with some met...

13 Mai 201623min

[MINI] Bargaining

[MINI] Bargaining

Bargaining is the process of two (or more) parties attempting to agree on the price for a transaction.  Game theoretic approaches attempt to find two strategies from which neither party is motivated t...

6 Mai 201615min

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