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!Dilated, transposed, and separable convolutions explained with informative animations.
Read it!"Given this description of how my schooling left me woefully unprepared for a career in data science, one might ask how I have had two jobs with that title. I can think of several (though probably not all) reasons."
Read it!