INFORMS Analytics Body Of KnowledgeCochran, J.J. (2018, October). INFORMS analytics body of knowledge. Wiley.
- Read Chapter 5 - Solution Methodologies
This chapter details the importance of understanding the problem, the methodology of approaching the problem, and the pathway to arriving at a solution. Specifically, the problem statement is discussed and the scientific research methodology is explored as each relates to data analysis and the use of the CRISP-DM methodology for managing a data science project. - Read Chapter 6 - Modeling
This chapter describes the importance of selecting appropriate models for a given problem to be solved. Different types of models are described and their purposes with various use cases are explained.