Data Skeptic

Data Skeptic

The Data Skeptic Podcast features interviews and discussion of topics related to data science, statistics, machine learning, artificial intelligence and the like, all from the perspective of applying critical thinking and the scientific method to evaluate the veracity of claims and efficacy of approaches.

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[MINI] k-d trees

[MINI] k-d trees

This episode reviews the concept of k-d trees: an efficient data structure for holding multidimensional objects. Kyle gives Linhda a dictionary and asks her to look up words as a way of introducing th...

5 Helmi 201614min

Auditing Algorithms

Auditing Algorithms

Algorithms are pervasive in our society and make thousands of automated decisions on our behalf every day. The possibility of digital discrimination is a very real threat, and it is very plausible for...

29 Tammi 201642min

[MINI] The Bonferroni Correction

[MINI] The Bonferroni Correction

Today's episode begins by asking how many left handed employees we should expect to be at a company before anyone should claim left handedness discrimination. If not lefties, let's consider eye color,...

22 Tammi 201614min

Detecting Pseudo-profound BS

Detecting Pseudo-profound BS

A recent paper in the journal of Judgment and Decision Making titled On the reception and detection of pseudo-profound bullshit explores empirical questions around a reader's ability to detect stateme...

15 Tammi 201637min

[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 Tammi 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 Tammi 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 Joulu 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 Joulu 201542min

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