"People estimate the median completion time well, but not the mean."
Read it!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.
Read it!How Netflix designed Axion, their fact store utilized for computing ML features online, and the lessons learned throughout the process.
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