Data Skeptic

  • Author: Vários
  • Narrator: Vários
  • Publisher: Podcast
  • Duration: 291:45:45
  • More information

Informações:

Synopsis

Data Skeptic is a data science podcast exploring machine learning, statistics, artificial intelligence, and other data topics through short tutorials and interviews with domain experts.

Episodes

  • [MINI] Bayesian Updating

    27/06/2014 Duration: 11min

    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.

  • Personalized Medicine with Niki Athanasiadou

    20/06/2014 Duration: 57min

    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.

  • [MINI] p-values

    13/06/2014 Duration: 16min

    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.

  • Advertising Attribution with Nathan Janos

    06/06/2014 Duration: 01h16min

    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.

  • [MINI] type i / type ii errors

    30/05/2014 Duration: 11min

    In this first mini-episode of the Data Skeptic Podcast, we define and discuss type i and type ii errors (a.k.a. false positives and false negatives).

  • Introduction

    23/05/2014 Duration: 03min

    The Data Skeptic Podcast features conversations with 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. This first episode is a short discussion about what this podcast is all about.

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