Big Data
(บิ๊กดาต้า)
Definition
Big Data (บิ๊กดาต้า) Hard Skill
Big Data refers to the large volume of structured and unstructured data that is analyzed to reveal patterns, trends, and associations, especially relating to human behavior and interactions.
Expertise Level
Level 1
Basic
1. Understands the basic concepts of big data and its significance.
2. Can identify common sources of big data.
3. Familiar with basic tools for handling and storing large datasets.
Level 2
Intermediate
1. Can process and analyze large datasets using standard big data frameworks.
2. Able to apply data cleaning and preprocessing techniques.
3. Understands distributed storage and computing concepts.
Level 3
Advanced
1. Designs and implements scalable big data architectures and pipelines.
2. Applies advanced analytics, machine learning, or real-time processing on big data.
3. Optimizes big data solutions for performance, reliability, and security.
