May 1, 2024
Updated May 9, 2025
32 minute read
Hash tables are a fundamental data structure in computer science, offering an efficient way to store and retrieve data. At a high level, a hash table, sometimes called a hash map, is a data structure that implements an associative array, which is an abstract data type that maps keys to values. Think of it like a specialized filing system where each piece of information (the "value") is given a unique identifier (the "key"). A special function, known as a hash function, takes this key and converts it into an index, which is essentially a "slot number" in an array where the data is stored. This allows for very fast lookups, insertions, and deletions of data.
kni7tj|
Find a path to becoming a Hash Tables. Learn more at:
OpenCourser.com/topic/kni7tj/hash
Reading list
We've selected seven books
that we think will supplement your
learning. Use these to
develop background knowledge, enrich your coursework, and gain a
deeper understanding of the topics covered in
Hash Tables.
This classic work by a renowned computer scientist covers sorting and searching algorithms, including hash tables. It provides a comprehensive and authoritative treatment of the subject, suitable for advanced readers.
Delves into the fundamentals of algorithms and data structures, covering hash tables in depth. It provides a rigorous mathematical treatment of the subject, suitable for advanced readers.
This book, written by renowned computer scientists, covers data structures and algorithms, including hash tables. It provides a solid foundation for understanding the concepts and applications of hash tables.
Presents data structures and algorithms in C++, including hash tables. It provides a practical approach to implementing hash tables and explores their applications in various domains.
Presents data structures using Java. It covers hash tables comprehensively, explaining their implementation and applications in real-world scenarios.
Offers a simplified and approachable explanation of data structures and algorithms, making it suitable for beginners. It includes a section on hash tables, providing a clear understanding of their implementation and usage.
Explores distributed computing, where hash tables play a crucial role in data distribution and consistency. It provides insights into the design and implementation of distributed hash tables and their applications in large-scale systems.
For more information about how these books relate to this course, visit:
OpenCourser.com/topic/kni7tj/hash