What is Experimentation in Data Science.
Experiments in Data Science require proper planning and design to best answer its problem of interest.
How to Make Principled Experimentation
– A clear objective of study
– A well planned experiments of collecting data
– A proper model to analysis the data and make inference: How does the model work? When the model give good performance? Why the proposed method can perform well or worse.