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Data Structures & Algorithms: Fundamentals

Master essential data structures including ArrayLists, LinkedLists, Stacks, and Queues through hands-on Java programming and visualizations.

Master essential data structures including ArrayLists, LinkedLists, Stacks, and Queues through hands-on Java programming and visualizations.

This comprehensive course from Georgia Tech introduces fundamental data structures and algorithms with a focus on practical implementation in Java. Students learn core concepts of data storage, time complexity, and abstract data types through hands-on programming exercises and custom visualization tools. The curriculum covers Arrays, LinkedLists (Singly, Doubly, Circular), Stacks, Queues, and recursion, with emphasis on understanding edge cases and performance analysis. The course features interactive labs, coding assignments, and detailed exploration of data structure operations and efficiency.

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Data Structures & Algorithms: Fundamentals

This course includes

5 Weeks

Of Self-paced video lessons

Intermediate Level

Completion Certificate

awarded on course completion

15,661

Audit For Free

What you'll learn

  • Program mature Java applications using generics and interfaces

  • Implement low-level data structures including LinkedLists variations

  • Analyze time complexity and performance of data structure operations

  • Design and build Abstract Data Types using arrays and linked structures

  • Master recursive methods for data structure manipulation

  • Develop efficient solutions for edge cases in linear data structures

Skills you'll gain

Data Structures
Algorithms
Java Programming
LinkedLists
ArrayLists
Stacks
Queues
Time Complexity
Object-Oriented Programming
Recursion

This course includes:

PreRecorded video

Graded assignments, Comprehension questions, Course exam

Access on Mobile, Tablet, Desktop

Limited Access access

Shareable certificate

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There are 4 modules in this course

The course provides a thorough introduction to fundamental data structures and algorithms, focusing on implementation in Java. Through a combination of video lectures, interactive labs, and hands-on programming assignments, students learn about array-based and linked data structures, time complexity analysis, and abstract data types. The curriculum emphasizes practical application and understanding of edge cases, featuring custom visualization tools to aid learning. Topics include Arrays, ArrayLists, LinkedLists variations, Stacks, Queues, and recursive implementations.

Introduction and Review

Module 1

Arrays, ArrayLists and Recursion

Module 2

LinkedLists

Module 3

Stacks, Queues, and Deques

Module 4

Fee Structure

Instructor

A Distinguished Leader in Computer Science Education and Innovation

Mary Hudachek-Buswell serves as Associate Chair and Senior Lecturer in the School of Computing Instruction at Georgia Institute of Technology, where she has established herself as a pioneering educator in computer science. After completing degrees in Mathematics from the University of Mary Washington and Auburn University, followed by an MS and PhD in Computer Science from Georgia State University, she has transformed computing education through innovative teaching approaches. Her expertise spans both traditional and online education, particularly in data structures and algorithms, where she developed an acclaimed online course featuring 117 instructional videos and the innovative csvistool visualization platform. Her teaching excellence has been recognized through numerous accolades, including Georgia Tech's Undergraduate Educator Award (2020), Education Partnership Award (2019), the College of Computing's William D. "Bill" Leahy Jr. Outstanding Instructor Award (2019), and most recently, the prestigious Geoffrey G. Eichholz Faculty Teaching Award. Her research focuses on enhancing computing education through visual aids and adaptive teaching methodologies across synchronous, asynchronous, and real-time instruction formats. She has taught a diverse range of courses including the Junior Design Project Sequence, Data Input and Manipulation, Data Structures & Algorithms, and Computing for Engineers, while consistently innovating in educational technology and student engagement strategies. Beyond teaching, she has made significant contributions to the development of teaching assistant training programs and online learning tools, cementing her position as a transformative figure in computer science education.

Data Structures & Algorithms: Fundamentals

This course includes

5 Weeks

Of Self-paced video lessons

Intermediate Level

Completion Certificate

awarded on course completion

15,661

Audit For Free

Testimonials

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Frequently asked questions

Below are some of the most commonly asked questions about this course. We aim to provide clear and concise answers to help you better understand the course content, structure, and any other relevant information. If you have any additional questions or if your question is not listed here, please don't hesitate to reach out to our support team for further assistance.