Model Building
(การสร้างแบบจำลอง)
Definition
Model Building (การสร้างแบบจำลอง) Hard Skill
The process of developing abstract representations using mathematical, statistical, or computational techniques to analyze and predict real-world phenomena.
Expertise Level
Level 1
Basic
1. Understands fundamental concepts of modeling and its purposes.
2. Can create simple models using basic tools or software.
3. Recognizes different types of models and their applications.
Level 2
Intermediate
1. Builds more complex models incorporating variables and relationships.
2. Validates models against real data to ensure accuracy.
3. Uses specialized software or programming languages for model development.
Level 3
Advanced
1. Designs and optimizes sophisticated models for predictive and prescriptive analysis.
2. Integrates multiple data sources and advanced algorithms in model construction.
3. Leads model validation, refinement, and deployment in real-world applications.
