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.

https://dataskeptic.com

Eine durchschnittliche Folge dieses Podcasts dauert 31m. Bisher sind 532 Folge(n) erschienen. Jede Woche gibt es eine neue Folge dieses Podcasts.

Gesamtlänge aller Episoden: 11 days 4 hours 33 minutes

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[MINI] Ant Colony Optimization


In this week's mini episode, Linhda and Kyle discuss Ant Colony Optimization - a numerical / stochastic optimization technique which models its search after the process ants employ in using random walks to find a goal (food) and then leaving a...


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 August 8, 2014  15m
 
 

Data in Healthcare IT with Shahid Shah


Our guest this week is Shahid Shah. Shahid is CEO at , and writes three blogs: , , and . During the program, Kyle recommended a talk from the entitled which was hosted by our guest . In addition to his work in Healthcare IT, he also the...


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 August 1, 2014  57m
 
 

[MINI] Cross Validation


This miniepisode discusses the technique called Cross Validation - a process by which one randomly divides up a dataset into numerous small partitions. Next, (typically) one is held out, and the rest are used to train some model. The hold out set can...


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 July 25, 2014  n/a
 
 

Streetlight Outage and Crime Rate Analysis with Zach Seeskin


This episode features a discussion with statistics PhD student Zach Seeskin about a project he was involved in as part of the Eric and Wendy Schmidt Data Science for Social Good Summer Fellowship.  The project involved exploring the relationship...


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 July 18, 2014  33m
 
 

[MINI] Experimental Design


This episode loosely explores the topic of Experimental Design including hypothesis testing, the importance of statistical tests, and an everyday and business example.


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 July 11, 2014  15m
 
 

The Right (big data) Tool for the Job with Jay Shankar


In this week's episode, we discuss applied solutions to big data problem with big data engineer Jay Shankar.  The episode explores approaches and design philosophy to solving real world big data business problems, and the exploration of the wide...


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 July 7, 2014  49m
 
 

[MINI] Bayesian Updating


In this minisode, we discuss Bayesian Updating - the process by which one can calculate the most likely hypothesis might be true given one's older / prior belief and all new evidence.


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 June 27, 2014  11m
 
 

Personalized Medicine with Niki Athanasiadou


In the second full length episode of the podcast, we discuss the current state of personalized medicine and the advancements in genetics that have made it possible.


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 June 20, 2014  57m
 
 

[MINI] p-values


In this mini, we discuss p-values and their use in hypothesis testing, in the context of an hypothetical experiment on plant flowering, and end with a reference to the Particle Fever documentary and how statistical significance played a role.


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 June 13, 2014  16m
 
 

Advertising Attribution with Nathan Janos


A conversation with Convertro's Nathan Janos about methodologies used to help advertisers understand the affect each of their marketing efforts (print, SEM, display, skywriting, etc.) contributes to their overall return.


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 June 6, 2014  1h16m