While Model Trains

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

"Just get some labelled data"

Neal Lathia

"This is just a small ode to the folks who spend countless hours on the toil that is 'just' getting some labelled data."

Read it!

A smooth approach to putting machine learning into production

Max Halford

"In online machine learning, the idea is that your model is only allowed to learn from one example at a time. This is contrast to batch learning where all the available data is processed at once."

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Why is machine learning 'hard'?

S. Zayd Enam

"The difficulty is that machine learning is a fundamentally hard debugging problem. Debugging for machine learning happens in two cases: 1) your algorithm doesn't work or 2) your algorithm doesn't work well enough."

Read it!