Data Structures
(โครงสร้างข้อมูล)
Definition
Data Structures (โครงสร้างข้อมูล) Hard Skill
Data Structures refer to the organized formats for storing, managing, and accessing data efficiently to enable effective data manipulation and retrieval.
Expertise Level
Level 1
Basic
1. Understands basic types of data structures such as arrays and linked lists.
2. Can perform simple operations like traversal and insertion in basic data structures.
3. Recognizes the importance of data organization for efficient data handling.
Level 2
Intermediate
1. Can implement and manipulate more complex data structures like stacks, queues, trees, and hash tables.
2. Understands the time and space complexity of common data structure operations.
3. Applies data structures to solve standard computational problems effectively.
Level 3
Advanced
1. Designs and optimizes custom data structures for specialized applications.
2. Analyzes trade-offs between different data structures to choose the most suitable one for complex problems.
3. Integrates advanced data structures into large-scale software systems for performance and scalability.
