12  Dimensionality Analysis

12.1 Introduction

12.2 Engineering Applications

12.3 Dimensionality in Data Science

12.4 Reduction Techniques

12.5 Forecasting Applications

12.6 Model Consistency

12.7 Impact Evaluation

12.8 Challenges