Basics of Data structures
Data structures are fundamental concepts in computer science, focusing on organizing and storing data effectively. They include arrays, linked lists, stacks, and queues, each with unique properties and use cases. Trees and graphs enable hierarchical and interconnected data representation. Hashing and hash tables provide efficient data retrieval by mapping values to keys. Data structures impact algorithm efficiency; choosing the right one can optimize operations like insertion, deletion, and searching. Memory management and space complexity are considerations when selecting a data structure. Understanding these basics aids in designing and implementing algorithms for tasks ranging from simple list manipulation to complex data management systems. Mastery of data structures is essential for building efficient and scalable software solutions.
Written for
- Institution
-
Stanford University
- Course
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Computer Science
Document information
- Uploaded on
- August 21, 2023
- Number of pages
- 9
- Written in
- 2023/2024
- Type
- Class notes
- Professor(s)
- Kalkiraman
- Contains
- All classes