Data Structures Courses
Take free online data structures courses and learn how to apply them in computer science and programming on edX.
Data Structures & Algorithms II: Binary Trees, Heaps, SkipLists and HashMaps
Data Structures & Algorithms III: AVL and 2-4 Trees, Divide and Conquer Algorithms
Data Structures & Algorithms IV: Pattern Matching, Dijkstra’s, MST, and Dynamic Programming Algorithms
learn data structures
What are data structures?
In computer science, data structures organize and store data devices so users can complete tasks efficiently and optimize operations. Data structures have a diverse scope of use and are a fundamental principle for those studying computer science and software engineering.
There are several common data structures:
Arrays: Fixed-size structures designed to hold the same data types
Linked lists: Items linked to each other in a sequence
Stacks: A last in first out type (LIFO), often associated with programming languages
Queues: A first in first out (FIFO) type
Hash tables: Stored values with associated keys
Trees: Linked hierarchical structure
Heaps: A particular type of binary tree functioning as a sorting algorithm
Graphs: A set of vertices or nodes and edges connecting them
Dynamic programming uses different data structures to fulfill a task and reduce processing load in an increasingly complex programming world.
Learn about data structures
Data structures provide the building blocks of programming systems. edX offers courses designed in partnership with leaders and innovators in the field of technology. Students can explore many courses for free or opt into official credit for a fee to receive accredited training, certification, or even a degree.
Data Structures Courses, Certifications, and Degrees
PennX offers an introductory course, Data Structures and Software Design. Students will study efficient means of storing and retrieving data within Java programs and explore object-oriented principles.
Another introductory course available is Georgia Tech's (GTx) Data Structures and Algorithms I. Learners explore array lists, linked lists, and queues, implement visualization, and linked data structures with recursion.
NYUx offers an online micro bachelor's degree, Programming and Data Structures, designed to explain programming lifestyle and utilize data elements to build and optimize basic operations. A micro master's degree from UC San Diego offers further training within these data structures.
Students may also explore data structures from a specific programming language viewpoint, including Python Data Structures from MichiganX. Students explore data sorting, building lists, and using tuple structures within Python.
Explore the world of data structures
Programmers can leverage data structures to optimize real-world applications and find the shortest path to a software solution. edX offers relevant computer science courses and tutorials that prepare future developers to understand data structures.
Software engineering requires problem solving and ingenuity. edX offers courses that introduce the basic concepts so that future developers will have foundational knowledge. Whether it's linear data structures or tree data structures, a singly linked list or a hash function, developers can handle abstract data types and structured data for optimized operations. edX is preparing students for the skills of the future.