Data Processing
(การประมวลผลข้อมูล)
Definition
Data Processing (การประมวลผลข้อมูล) Hard Skill
The ability to collect, organize, and manipulate data efficiently to extract meaningful information and support decision-making.
Expertise Level
Level 1
Basic
1. Can input and organize data using basic tools.
2. Understands simple data formats and structures.
3. Performs basic data cleaning and validation.
Level 2
Intermediate
1. Processes data using intermediate software and techniques.
2. Can transform and aggregate data from multiple sources.
3. Identifies and corrects inconsistencies or errors in datasets.
Level 3
Advanced
1. Designs and automates complex data processing workflows.
2. Applies advanced data transformation and integration methods.
3. Ensures high data quality and optimizes processing efficiency.
