While Model Trains

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

Stop Hard Coding in a Data Science Project – Use Config Files Instead

Khuyen Tran

In a data science project, certain values such as file names, train-test split ratios, and hyperparameters often undergo frequent changes. By using configuration files instead of hard-coding these values, you can achieve better maintainability and flexibility.

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How Dangerous Is Biking in New York?

Gregory Gundersen

Estimating the probability of a fatal injury occurring during bike commuting to work in New York.

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Word Embeddings Explainer

Peter Baumgartner

"Imagine if every word had an address you could look up in an address book. Now also imagine if words that shared meaning lived in the same neighborhood. This is a simplified metaphor for word embeddings.""

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