While Model Trains

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

Building Docker Images The Proper Way

Martin Heinz

Some techniques for speeding up the build process of Docker images and make much slimmer and more secure images.

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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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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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