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Advanced Data Structures and Algorithms

Explore complex algorithms through Java implementations, covering pattern matching, graph traversal, and dynamic programming with interactive visualizations.

Explore complex algorithms through Java implementations, covering pattern matching, graph traversal, and dynamic programming with interactive visualizations.

This comprehensive course covers advanced data structures and algorithms, focusing on graph algorithms, dynamic programming, and pattern matching. Students implement various algorithms in Java, from text processing techniques like Boyer-Moore and KMP to graph traversal methods including Depth-First and Breadth-First Search. The course explores Dijkstra's shortest path algorithm, minimum spanning trees using Prim's and Kruskal's algorithms, and dynamic programming techniques. With interactive visualizations and practical implementations, students gain deep understanding of algorithm efficiency and real-world applications.

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Advanced Data Structures and Algorithms

This course includes

5 Weeks

Of Self-paced video lessons

Intermediate Level

Completion Certificate

awarded on course completion

16,172

Audit For Free

What you'll learn

  • Implement advanced pattern matching algorithms including Boyer-Moore and KMP

  • Master graph traversal techniques using Depth-First and Breadth-First Search

  • Apply Dijkstra's algorithm for finding shortest paths in weighted graphs

  • Develop solutions using dynamic programming techniques

  • Implement minimum spanning tree algorithms like Prim's and Kruskal's

  • Analyze algorithm time complexity and performance

Skills you'll gain

Data Structures
Algorithms
Graph Theory
Dynamic Programming
Pattern Matching
Java Programming
Time Complexity
Shortest Path
Minimum Spanning Tree
Text Processing

This course includes:

PreRecorded video

Graded assignments, Exams

Access on Mobile, Tablet, Desktop

Limited Access access

Shareable certificate

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There are 5 modules in this course

This advanced course explores sophisticated algorithms and data structures, focusing on practical implementation in Java. The curriculum covers four main areas: pattern matching algorithms for text processing, graph algorithms including traversal and shortest path finding, minimum spanning tree algorithms, and dynamic programming techniques. Students learn through hands-on coding exercises and algorithm visualizations, gaining deep understanding of algorithm efficiency and real-world applications. Special emphasis is placed on time complexity analysis and optimal solution design.

Introduction and Review

Module 1

Pattern Matching Algorithms

Module 2

Introduction to Graph Algorithms

Module 3

Minimum Spanning Trees

Module 4

Dynamic Programming

Module 5

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.

Advanced Data Structures and Algorithms

This course includes

5 Weeks

Of Self-paced video lessons

Intermediate Level

Completion Certificate

awarded on course completion

16,172

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.