Data Analytics
(การวิเคราะห์ข้อมูล)
Definition
Data Analytics (การวิเคราะห์ข้อมูล) Hard Skill
Data Analytics is the process of examining raw data to discover patterns, draw conclusions, and support decision-making through statistical and computational techniques.
Expertise Level
Level 1
Basic
1. Can collect and organize simple datasets.
2. Understands basic statistical concepts and terms.
3. Uses basic tools to visualize data (e.g., charts and graphs).
Level 2
Intermediate
1. Analyzes data using more advanced statistical methods.
2. Can clean and preprocess data for analysis.
3. Utilizes specialized software or programming languages (e.g., SQL, Python) for data manipulation.
Level 3
Advanced
1. Designs and implements complex analytical models.
2. Interprets results to provide strategic business insights.
3. Integrates multiple data sources and uses machine learning techniques for predictive analytics.
