Foundations of Data Structures and Algorithm Analysis

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

Instructor: Packt - Course Instructors

What you'll learn

  •   Master Big O notation to analyze time and space complexity effectively
  •   Implement and optimize key data structures like trees, heaps, and tries
  •   Solve real-world problems using advanced sorting and searching algorithms
  •   Build a strong foundation for technical interviews with hands-on coding
  • Skills you'll gain

  •   Network Analysis
  •   Algorithms
  •   Computer Science
  •   Programming Principles
  •   Data Structures
  •   Program Development
  •   Object Oriented Programming (OOP)
  •   Python Programming
  •   Graph Theory
  •   Computational Thinking
  •   Theoretical Computer Science
  • There are 12 modules in this course

    Dive into fundamental data structures, including arrays, linked lists, stacks, queues, and hash tables. Explore advanced topics like trees, heaps, and tries, with insights into binary trees, AVL trees, and graph structures. Each module builds on the last, blending theory with hands-on coding in Python to solidify your understanding. The course emphasizes a step-by-step approach, making complex concepts accessible. Learn not just the "how" but also the "why," with practical applications such as priority queues, hashing, and dynamic programming. Whether it's mastering sorting algorithms or implementing efficient search methods, you'll gain the skills to solve problems efficiently. Designed for aspiring developers, computer science students, and professionals, this course requires basic programming knowledge. It's perfect for anyone ready to enhance their problem-solving abilities and prepare for technical interviews. With beginner-to-intermediate difficulty, you'll be well-equipped to tackle coding challenges confidently.

    Big O Notation

    Essential Concepts - I

    Data Structure - Introduction

    Data Structure - Arrays

    Data Structures – Linked Lists

    Data Structures – Stack and Queue

    Data Structures – Hash Tables

    Data Structures - Trees

    Data Structures – Heaps

    Data Structures – Tries

    Data Structures – Graphs

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