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 26m. Bisher sind 319 Folge(n) erschienen. Jede Woche gibt es eine neue Folge dieses Podcasts
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[MINI] Structured and Unstructured Data


Today's mini-episode explains the distinction between structured and unstructured data, and debates which of these categories best describe recipes.


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 2015-08-21  13m
 
 

Measuring the Influence of Fashion Designers


Yusan Lin shares her research on using data science to explore the fashion industry in this episode. She has applied techniques from data mining, natural language processing, and social network analysis to explore who are the innovators in the fashion...


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 2015-08-14  24m
 
 

[MINI] PageRank


PageRank is the algorithm most famous for being one of the original innovations that made Google stand out as a search engine. It was defined in the classic paper The Anatomy of a Large-Scale Hypertextual Web Search Engine by Sergey Brin and Larry...


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 2015-08-07  8m
 
 

Data Science at Work in LA County


with Benjamin Uminsky


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 2015-07-29  41m
 
 

[MINI] k-Nearest Neighbors


This episode explores the k-nearest neighbors algorithm which is an unsupervised, non-parametric method that can be used for both classification and regression. The basica concept is that it leverages some distance function on your dataset to find the...


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 2015-07-24  8m
 
 

Crypto


How do people think rationally about small probability events? What is the optimal statistical process by which one can update their beliefs in light of new evidence? This episode of Data Skeptic explores questions like this as Kyle consults a cast of...


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 2015-07-17  1h24m
 
 

[MINI] MapReduce


This mini-episode is a high level explanation of the basic idea behind MapReduce, which is a fundamental concept in big data. The origin of the idea comes from a Google paper titled MapReduce: Simplified Data Processing on Large Clusters. This...


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 2015-07-10  12m
 
 

Genetically Engineered Food and Trends in Herbicide Usage


The Credible Hulk joins me in this episode to discuss a recent blog post he wrote about glyphosate and the data about how it's introduction changed the historical usage trends of other herbicides. Links to all the sources and...


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 2015-07-03  34m
 
 

[MINI] The Curse of Dimensionality


More features are not always better! With an increasing number of features to consider, machine learning algorithms suffer from the curse of dimensionality, as they have a wider set and often sparser coverage of examples to consider. This episode...


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 2015-06-26  10m
 
 

Video Game Analytics


with Anders Drachen


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 2015-06-19  31m