Data Structures and Algorithms (Java)
Part of the 977-120 Computer Programming module at Digital Engineering, College of Computing, Prince of Songkla University, Phuket Campus. In-progress course expected to cover core data structures, algorithmic strategies, complexity, and classic problems in Java.
What you'll learn
- Part of the 977-120 Computer Programming module at Prince of Songkla University, Phuket Campus
- Covers data structures such as linked lists, stacks, queues, trees, heaps, tries, and self-balancing BSTs
- Includes algorithmic strategies: recursion, divide-and-conquer, greedy algorithms, and dynamic programming
- Explores searching and sorting, graph problems, shortest path algorithms, and NP-completeness
- Learn and practice in a JetBrains IDE via the JetBrains Toolbox App
Skills you'll gain
- Understand and implement core data structures: linked lists, stacks, queues, trees, heaps, tries, and self-balancing BSTs
- Analyze algorithm complexity and apply algorithmic strategies such as recursion and divide-and-conquer
- Implement and compare searching and sorting algorithms
- Apply greedy algorithms and dynamic programming to classic problems like Fibonacci and 0-1 knapsack
- Model and solve graph problems including traversal and shortest path
- Gain familiarity with NP-completeness concepts
- Work with Java projects inside a JetBrains IDE using the JetBrains Toolbox App
Prerequisites
- • Prior computer programming experience
- • Working knowledge of Java
- • Familiarity with basic programming concepts such as variables, loops, and functions
Who this course is for
- → Students of the 977-120 Computer Programming module at Prince of Songkla University
- → Learners who want an advanced Java-focused data structures and algorithms course
- → Developers comfortable with Java who want to deepen their understanding of algorithms and complexity
Provider
JetBrains Academy
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