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(328)

Rerelease: Space Codes

Rerelease: Space Codes

We're on vacation on Mars, so we won't be communicating with you all directly this week. Though, if we wanted to, we could probably use this episode to help get started. Original Episode: http://line...

2 Jul 201824min

Rerelease: Anscombe's Quartet

Rerelease: Anscombe's Quartet

We're on vacation, so we hope you enjoy this episode while we each sip cocktails on the beach. Original Episode: http://lineardigressions.com/episodes/2017/6/18/anscombes-quartet Original Summary: A...

25 Jun 201816min

Rerelease: Hurricanes Produced

Rerelease: Hurricanes Produced

Now that hurricane season is upon us again (and we are on vacation), we thought a look back on our hurricane forecasting episode was prudent. Stay safe out there.

18 Jun 201828min

GDPR

GDPR

By now, you have probably heard of GDPR, the EU's new data privacy law. It's the reason you've been getting so many emails about everyone's updated privacy policy. In this episode, we talk about some...

11 Jun 201818min

Git for Data Scientists

Git for Data Scientists

If you're a data scientist, chances are good that you've heard of git, which is a system for version controlling code. Chances are also good that you're not quite as up on git as you want to be--git h...

3 Jun 201822min

Analytics Maturity

Analytics Maturity

Data science and analytics are hot topics in business these days, but for a lot of folks looking to bring data into their organization, it can be hard to know where to start and what it looks like whe...

20 Mai 201819min

SHAP: Shapley Values in Machine Learning

SHAP: Shapley Values in Machine Learning

Shapley values in machine learning are an interesting and useful enough innovation that we figured hey, why not do a two-parter? Our last episode focused on explaining what Shapley values are: they de...

13 Mai 201819min

Game Theory for Model Interpretability: Shapley Values

Game Theory for Model Interpretability: Shapley Values

As machine learning models get into the hands of more and more users, there's an increasing expectation that black box isn't good enough: users want to understand why the model made a given prediction...

7 Mai 201827min

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