While Model Trains

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

Effective testing for machine learning systems.

Jeremy Jordan

"Effective testing for machine learning systems requires both a traditional software testing suite (for model development infrastructure) and a model testing suite (for trained models)."

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Real-time machine learning: challenges and solutions

Chip Huyen

"Real-time machine learning is largely an infrastructure problem. Solving it will require the data science/ML team and the platform team to work together."

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A few reasons to be skeptical of machine learning

Julia Evans

"why, even though machine learning is really awesome and cool and you can do super powerful and interesting things with it – why you should still be skeptical"

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