While Model Trains

Read data blog posts.
Carefully handpicked.
Presented 3 at a time.

Do data scientists spend 80% of their time cleaning data? Turns out, no?

Leigh Dodds

"Data scientists do a whole range of different types of task. If you arbitrary label some of these as analysis and others not, then you can make them add up to 80%."

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AI Means More Developers

Matt Rickard

"Developers that can write code but can’t wrangle dependencies or reason about code quality or maintenance will suffer. On the other hand, experienced developers will take on some of their work (as part of being more productive), and less experienced developers will use AI to deploy work more on par with their work."

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Two faces of overfitting

Zygmunt

Overfitting the validation set occurs when multiple settings are tested and compared using the same validation set repeatedly until satisfactory performance is achieved.

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