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Advanced Data Structures in Java

This course is part of Data Structures and Algorithms.

This comprehensive course explores advanced data structures beyond linear implementations. Students learn to work with hierarchical structures like Binary Trees, BSTs, and Heaps, understanding their properties and operations. The course covers efficient implementations of HashMaps with collision resolution strategies and probabilistic structures like SkipLists. Through hands-on programming assignments and interactive visualization tools, students gain practical experience in implementing these complex data structures while analyzing their time complexity and performance characteristics.

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Advanced Data Structures in Java

This course includes

5 Weeks

Of Self-paced video lessons

Intermediate Level

Completion Certificate

awarded on course completion

15,697

Audit For Free

What you'll learn

  • Implement advanced tree structures including Binary Search Trees and Heaps

  • Develop efficient algorithms for tree traversal and operations

  • Create HashMaps with various collision resolution strategies

  • Implement SkipLists using randomization techniques

  • Analyze time complexity and performance of nonlinear data structures

  • Apply recursion effectively in tree-based operations

Skills you'll gain

Java Programming
Data Structures
Binary Trees
Heaps
HashMaps
Algorithms
Time Complexity
SkipLists

This course includes:

PreRecorded video

Comprehension questions,Java coding assignments,Course exam

Access on Mobile, Tablet, Desktop

Limited Access access

Shareable certificate

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There are 5 modules in this course

The course delves into advanced data structures focusing on nonlinear and hierarchical implementations. Students explore tree structures, including Binary Search Trees and Heaps, learning their operations and algorithms. The curriculum covers HashMaps for key-value pair storage and SkipLists as probabilistic data structures. Through interactive labs, visualization tools, and programming assignments, students gain practical experience while understanding efficiency considerations and edge cases.

Introduction and Review

Module 1

Binary Search Tree (BST) Introduction

Module 2

BST Operations & SkipLists

Module 3

Binary Heaps

Module 4

HashMaps

Module 5

Fee Structure

Individual course purchase is not available - to enroll in this course with a certificate, you need to purchase the complete Professional Certificate Course. For enrollment and detailed fee structure, visit the following: Data Structures and Algorithms

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 in Java

This course includes

5 Weeks

Of Self-paced video lessons

Intermediate Level

Completion Certificate

awarded on course completion

15,697

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.