Linear Digressions

Linear Digressions

Linear Digressions is a podcast about machine learning and data science. Machine learning is being used to solve a ton of interesting problems, and to accomplish goals that were out of reach even a few short years ago. 896520

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Avsnitt(322)

Portrait Beauty

Portrait Beauty

It's Da Vinci meets Skynet: what makes a portrait beautiful, according to a machine learning algorithm. Snap a selfie and give us a listen.

27 Dec 201511min

The Cocktail Party Problem

The Cocktail Party Problem

Grab a cocktail, put on your favorite karaoke track, and let’s talk some more about disentangling audio data!

18 Dec 201512min

A Criminally Short Introduction to Semi Supervised Learning

A Criminally Short Introduction to Semi Supervised Learning

Because there are more interesting problems than there are labeled datasets, semi-supervised learning provides a framework for getting feedback from the environment as a proxy for labels of what's "co...

4 Dec 20159min

Thresholdout: Down with Overfitting

Thresholdout: Down with Overfitting

Overfitting to your training data can be avoided by evaluating your machine learning algorithm on a holdout test dataset, but what about overfitting to the test data? Turns out it can be done, easily...

27 Nov 201515min

The State of Data Science

The State of Data Science

How many data scientists are there, where do they live, where do they work, what kind of tools do they use, and how do they describe themselves? RJMetrics wanted to know the answers to these question...

10 Nov 201515min

Data Science for Making the World a Better Place

Data Science for Making the World a Better Place

There's a good chance that great data science is going on close to you, and that it's going toward making your city, state, country, and planet a better place. Not all the data science questions bein...

6 Nov 20159min

Kalman Runners

Kalman Runners

The Kalman Filter is an algorithm for taking noisy measurements of dynamic systems and using them to get a better idea of the underlying dynamics than you could get from a simple extrapolation. If yo...

29 Okt 201514min

Neural Net Inception

Neural Net Inception

When you sleep, the neural pathways in your brain take the "white noise" of your resting brain, mix in your experiences and imagination, and the result is dreams (that is a highly unscientific explana...

23 Okt 201515min

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