Analytics
(การวิเคราะห์ข้อมูล)
Definition
Analytics (การวิเคราะห์ข้อมูล) Hard Skill
The systematic process of collecting, processing, and interpreting data to extract meaningful insights that support informed decision-making.
Expertise Level
Level 1
Basic
1. Can collect and organize basic data sets.
2. Understands fundamental data analysis tools and techniques.
3. Can generate simple reports and visualizations.
Level 2
Intermediate
1. Can perform detailed data analysis to identify trends and patterns.
2. Uses statistical methods and software to interpret data.
3. Able to develop dashboards and summaries for stakeholders.
Level 3
Advanced
1. Can design and implement complex analytical models and algorithms.
2. Integrates multiple data sources to provide strategic insights.
3. Leads data-driven decision-making and drives business improvements.
