Mastering Data Structures & Algorithms using C and C++

(4 customer reviews)

₦27,436.00

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Description

“Mastering Data Structures & Algorithms using C and C++” is an in-depth course designed to provide participants with a comprehensive understanding of fundamental data structures and algorithms using the C and C++ programming languages. This course covers various topics, from basic data structures like arrays and linked lists to advanced algorithms such as dynamic programming and graph algorithms. Participants will learn how to efficiently implement these data structures and algorithms and analyze their time and space complexities.

What you'll learn

  • Learn various Popular Data Structures and their Algorithms.
  • Develop your Analytical skills in Data Structure and use them efficiently.
  • Learn Recursive Algorithms on Data Structures
  • Learn about multiple Sorting Algorithms
  • Implementation of Data Structures using C and C++

Course Content

Module 1: Introduction to Data Structures and Algorithms
  • Lesson 1.1: Basics of Data Structures and Algorithms
    • Definition and importance of data structures and algorithms.
    • Big O notation and time complexity analysis.
  • Lesson 1.2: Problem Solving Techniques
    • Understanding problem-solving strategies.
    • Brute force, greedy algorithms, and divide-and-conquer.
Module 2: Arrays and Strings
  • Lesson 2.1: Introduction to Arrays
    • Basic operations on arrays (insertion, deletion, searching).
    • Multi-dimensional arrays and matrix operations.
  • Lesson 2.2: Strings in C and C++
    • Character arrays vs. string objects.
    • String manipulation and common string algorithms.
Module 3: Linked Lists and Stacks
  • Lesson 3.1: Singly Linked Lists
    • Implementing singly linked lists in C and C++.
    • Operations on linked lists (insertion, deletion, traversal).
  • Lesson 3.2: Stacks and Queues
    • Implementing stacks and queues using arrays and linked lists.
    • Stack and queue operations and applications.
Module 4: Trees and Binary Search Trees
  • Lesson 4.1: Introduction to Trees
    • Tree terminology and basic tree operations.
    • Types of trees (binary tree, binary search tree, AVL tree).
  • Lesson 4.2: Binary Search Trees
    • Insertion, deletion, and traversal in binary search trees.
    • Balancing binary search trees for optimal performance.
Module 5: Graphs and Graph Algorithms
  • Lesson 5.1: Introduction to Graphs
    • Graph representations (adjacency matrix, adjacency list).
    • Graph traversal algorithms (BFS, DFS).
  • Lesson 5.2: Shortest Path Algorithms
    • Dijkstra’s algorithm for finding the shortest path.
    • Bellman-Ford algorithm for negative weight edges.
Module 6: Sorting and Searching Algorithms
  • Lesson 6.1: Sorting Algorithms
    • Selection sort, bubble sort, insertion sort.
    • Merge sort, quick sort, heap sort.
  • Lesson 6.2: Searching Algorithms
    • Linear search and binary search.
    • Interpolation search and exponential search.
Module 7: Dynamic Programming
  • Lesson 7.1: Introduction to Dynamic Programming
    • Understanding dynamic programming principles.
    • Memoization vs. tabulation techniques.
  • Lesson 7.2: Dynamic Programming Problems
    • Solving problems using dynamic programming.
    • Longest common subsequence, knapsack problem.
Module 8: Advanced Topics in Data Structures and Algorithms
  • Lesson 8.1: Advanced Data Structures
    • Hash tables and hash functions.
    • Trie data structure and its applications.
  • Lesson 8.2: Advanced Algorithms
    • Network flow algorithms (Ford-Fulkerson, Edmonds-Karp).
    • String matching algorithms (KMP, Rabin-Karp).

4 reviews for Mastering Data Structures & Algorithms using C and C++

  1. Kamilu –

    “This course was an absolute game-changer for my career. The comprehensive coverage of data structures and algorithms, coupled with the clear explanations and hands-on examples, provided me with a solid foundation in these essential concepts. The course’s structure and pacing allowed me to learn at my own pace, while the dedicated support team was always there to assist me with any queries. I highly recommend this course to any aspiring software engineer or developer looking to enhance their skills and advance their career.”

  2. Ganiyat –

    “This course is an absolute game-changer for anyone who wants to master data structures and algorithms. The instructors are incredibly knowledgeable and passionate, guiding learners through complex concepts with ease. The hands-on exercises and interactive simulations reinforce key principles, ensuring a deep understanding. Plus, the assignments and quizzes challenge learners to apply their skills, fostering critical thinking and problem-solving abilities. I highly recommend this course to anyone who wants to expand their programming expertise and excel in software development.”

  3. Omotayo –

    “Mastering Data Structures & Algorithms using C and C++” surpassed my expectations. The course’s comprehensive content and clear explanations made the intricate concepts easy to grasp. The hands-on exercises and quizzes reinforced my understanding and prepared me for real-world applications. The instructor’s expertise and enthusiasm were evident throughout the course, making the learning process enjoyable and engaging. I highly recommend this course to anyone seeking to strengthen their foundation in data structures and algorithms.”

  4. Yinka –

    “This course has been an exceptional experience. The comprehensive coverage of data structures and algorithms in both C and C++ has greatly enhanced my foundational skills in computer science. The clear and engaging lectures, coupled with hands-on exercises, have allowed me to grasp the concepts effortlessly. The instructor’s passion and expertise have made this learning journey both enjoyable and incredibly valuable for my professional growth.”

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