For many machine learning practitioners, training loop is a universally agreed upon concept as demonstrated by numerous documentations, conference papers to use the word without any reference. It would be a helpful concept for many beginners to get famili... (more…)

You’ve probably heard the term machine learning (ML) used a lot lately in consumer tech circles and among software developers. However, you may not know what it exactly consists of, how it works, and whether it’s worth investing your time and energy into ... (more…)

welcome_tutorials - Various tutorials given for welcoming new students at MILA. (more…)

A booklet on machine learning systems design with exercises - chiphuyen/machine-learning-systems-design... (more…)

Learn how to combine categorical features in your dataset to improve your machine learning model performance. (more…)