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)

Agile Development for Data Scientists, Part 2: Where Modifications Help

Agile Development for Data Scientists, Part 2: Where Modifications Help

There's just too much interesting stuff at the intersection of agile software development and data science for us to be able to cover it all in one episode, so this week we're picking up where we left...

26 Aug 201827min

Agile Development for Data Scientists, Part 1: The Good

Agile Development for Data Scientists, Part 1: The Good

If you're a data scientist at a firm that does a lot of software building, chances are good that you've seen or heard engineers sometimes talking about "agile software development." If you don't work ...

19 Aug 201825min

Re - Release: How To Lose At Kaggle

Re - Release: How To Lose At Kaggle

We've got a classic for you this week as we take a week off for the dog days of summer. See you again next week! Competing in a machine learning competition on Kaggle is a kind of rite of passage for...

13 Aug 201817min

Troubling Trends In Machine Learning Scholarship

Troubling Trends In Machine Learning Scholarship

There's a lot of great machine learning papers coming out every day--and, if we're being honest, some papers that are not as great as we'd wish. In some ways this is symptomatic of a field that's grow...

6 Aug 201829min

Can Fancy Running Shoes Cause You To Run Faster?

Can Fancy Running Shoes Cause You To Run Faster?

The stars aligned for me (Katie) this past weekend: I raced my first half-marathon in a long time and got to read a great article from the NY Times about a new running shoe that Nike claims can make i...

29 Jul 201828min

Compliance Bias

Compliance Bias

When you're using an AB test to understand the effect of a treatment, there are a lot of assumptions about how the treatment (and control, for that matter) get applied. For example, it's easy to think...

22 Jul 201823min

AI Winter

AI Winter

Artificial Intelligence has been widely lauded as a solution to almost any problem. But as we justapose the hype in the field against the real-world benefits we see, it raises the question: Are we com...

15 Jul 201819min

Rerelease: How to Find New Things to Learn

Rerelease: How to Find New Things to Learn

We like learning on vacation. And we're on vacation, so we thought we'd re-air this episode about how to learn. Original Episode: https://lineardigressions.com/episodes/2017/5/14/how-to-find-new-thin...

8 Jul 201818min

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