Advanced Data Structures and Algorithms

This course is part of Data Structures and Algorithms: The Complete Masterclass Specialization

Instructor: Packt - Course Instructors

What you'll learn

  •   Master recursion concepts, including call stacks and tree recursion
  •   Implement and analyze searching algorithms like linear and binary search
  •   Develop sorting algorithms and assess their performance
  •   Execute tree and graph traversal techniques for complex data structures
  • Skills you'll gain

  •   Programming Principles
  •   Algorithms
  •   Performance Tuning
  •   Computer Programming
  •   Computational Thinking
  •   Data Structures
  • There are 6 modules in this course

    The journey begins with recursion, where you’ll delve into function control, call stacks, and tree recursion, supplemented by practical examples like factorial computation. Next, you’ll tackle searching algorithms, from linear to binary search, diving into their complexities and recursive implementations for enhanced problem-solving skills. Advance further by mastering both elementary and advanced sorting techniques, including bubble, selection, insertion, quick, and merge sort. Each module walks you through implementation, visualization, and performance analysis. Conclude with tree and graph traversal algorithms, covering depth-first, breadth-first searches, and their applications in hierarchical and networked data structures. This course is perfect for computer science enthusiasts, aspiring software developers, and anyone keen on algorithm optimization. A basic understanding of programming is recommended to maximize your learning.

    Algorithm: Searching

    Algorithm: Sorting Elementary

    Algorithm: Sorting Advanced

    Algorithm: Tree Traversals

    Algorithms: Graph Traversal

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