Data Collection and Preparation

This chapter and the subsequent Chap. 12 introduce concepts related to collection and preparation of training data for the automated scientific process. Many of these considerations (except for data collection and annotation) and transformations are not necessary in the traditional, manual scientific process because the human brain easily abstracts away many of the issues discussed in this chapter.