Data Structures & Algorithms III: AVL and 2-4 Trees, Divide and Conquer Algorithms
Massive Open Online Course
- Overview
- Course Content
- Requirements & Materials
Session Details
Who Should Attend
This course is designed for anyone who wants to learn more complex tree data structures, AVL and (2-4) trees; investigate the balancing techniques found in both tree types; implement these techniques in AVL operations; or explore sorting algorithms with simple iterative sorts, followed by Divide and Conquer algorithms. You will use the course visualizations to understand the performance.
What You Will Learn
- Java programming skills by implementing AVLs and sorting algorithms
- Study techniques for restoring balance in AVL and (2-4) trees
- When to apply single and double rotations in AVLs
- Complex (2-4) trees that exhibit underflow and overflow problems
- The appropriate use of promotion, transfer, and fusion in (2-4) trees
- The time complexity for the AVLs, (2-4) Trees, and sorting algorithms
How You Will Benefit
- Implement basic iterative sorting algorithms: Bubble, Insertion, and Selection.
- Explore optimizations to improve efficiency, including Cocktail Shaker Sort.
- Contemplate two Divide & Conquer comparison sorting algorithms Merge and Quick Sort.
- Consider one non-comparison Divide & Conquer algorithm: LSD Radix Sort.
- Analyze the stability, memory usage, and adaptations of all sorting algorithms presented.
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Taught by Experts in the Field
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The course schedule was well-structured with a mix of lectures, class discussions, and hands-on exercises led by knowledgeable and engaging instructors.
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