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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Episoder(323)

So long, and thanks for all the fish

So long, and thanks for all the fish

All good things must come to an end, including this podcast. This is the last episode we plan to release, and it doesn’t cover data science—it’s mostly reminiscing, thanking our wonderful audience (th...

26 Jul 202035min

A Reality Check on AI-Driven Medical Assistants

A Reality Check on AI-Driven Medical Assistants

The data science and artificial intelligence community has made amazing strides in the past few years to algorithmically automate portions of the healthcare process. This episode looks at two computer...

19 Jul 202014min

A Data Science Take on Open Policing Data

A Data Science Take on Open Policing Data

A few weeks ago, we put out a call for data scientists interested in issues of race and racism, or people studying how those topics can be studied with data science methods, should get in touch to com...

13 Jul 202023min

Procella: YouTube's super-system for analytics data storage

Procella: YouTube's super-system for analytics data storage

This is a re-release of an episode that originally ran in October 2019. If you’re trying to manage a project that serves up analytics data for a few very distinct uses, you’d be wise to consider havi...

6 Jul 202029min

The Data Science Open Source Ecosystem

The Data Science Open Source Ecosystem

Open source software is ubiquitous throughout data science, and enables the work of nearly every data scientist in some way or another. Open source projects, however, are disproportionately maintained...

29 Jun 202023min

Rock the ROC Curve

Rock the ROC Curve

This is a re-release of an episode that first ran on January 29, 2017. This week: everybody's favorite WWII-era classifier metric! But it's not just for winning wars, it's a fantastic go-to metric...

21 Jun 202015min

Criminology and Data Science

Criminology and Data Science

This episode features Zach Drake, a working data scientist and PhD candidate in the Criminology, Law and Society program at George Mason University. Zach specializes in bringing data science methods t...

15 Jun 202030min

Racism, the criminal justice system, and data science

Racism, the criminal justice system, and data science

As protests sweep across the United States in the wake of the killing of George Floyd by a Minneapolis police officer, we take a moment to dig into one of the ways that data science perpetuates and am...

7 Jun 202031min

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