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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Episoder(605)

[MINI] Recurrent Neural Networks

[MINI] Recurrent Neural Networks

RNNs are a class of deep learning models designed to capture sequential behavior.  An RNN trains a set of weights which depend not just on new input but also on the previous state of the neural networ...

18 Aug 201717min

Project Common Voice

Project Common Voice

Thanks to our sponsor Springboard. In this week's episode, guest Andre Natal from Mozilla joins our host, Kyle Polich, to discuss a couple exciting new developments in open source speech recognition s...

11 Aug 201731min

[MINI] Bayesian Belief Networks

[MINI] Bayesian Belief Networks

A Bayesian Belief Network is an acyclic directed graph composed of nodes that represent random variables and edges that imply a conditional dependence between them. It's an intuitive way of encoding y...

4 Aug 201717min

pix2code

pix2code

In this episode, Tony Beltramelli of UIzard Technologies joins our host, Kyle Polich, to talk about the ideas behind his latest app that can transform graphic design into functioning code, as well as ...

28 Jul 201726min

[MINI] Conditional Independence

[MINI] Conditional Independence

In statistics, two random variables might depend on one another (for example, interest rates and new home purchases). We call this conditional dependence. An important related concept exists called co...

21 Jul 201714min

Estimating Sheep Pain with Facial Recognition

Estimating Sheep Pain with Facial Recognition

Animals can't tell us when they're experiencing pain, so we have to rely on other cues to help treat their discomfort. But it is often difficult to tell how much an animal is suffering. The sheep, for...

14 Jul 201727min

CosmosDB

CosmosDB

This episode collects interviews from my recent trip to Microsoft Build where I had the opportunity to speak with Dharma Shukla and Syam Nair about the recently announced CosmosDB. CosmosDB is a globa...

7 Jul 201733min

[MINI] The Vanishing Gradient

[MINI] The Vanishing Gradient

This episode discusses the vanishing gradient - a problem that arises when training deep neural networks in which nearly all the gradients are very close to zero by the time back-propagation has reach...

30 Jun 201715min

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