Advanced Data Structures and Algorithms in C and C++

Dive into trees, graphs, hashing, and advanced algorithms for efficient data processing.

Advanced Data Structures and Algorithms in C and C++ showcase image
Track
Software Development
Level
Beginner
Language
English
Duration
30 hours
Learning Mode
Learn at ALC or at Home

Introduction

  • To introduce students to fundamental concepts of data structures and their importance in problem-solving.
  • To equip students with the ability to implement data structures like arrays, stacks, queues, linked lists, and trees using C and C++.
  • To develop analytical skills for designing algorithms and understanding their computational complexity.
  • To familiarize students with advanced programming techniques, including recursion, backtracking, and dynamic memory management.
  • To prepare students to apply data structures in real-world scenarios and optimize software performance.

What you'll learn ?

  • Understand and explain the role of data structures in efficient algorithm design.
  • Implement a variety of data structures and algorithms in C and C++.
  • Analyze the time and space complexity of algorithms.
  • Solve real-world problems using appropriate data structures and programming techniques.
  • Demonstrate proficiency in handling complex programming challenges using recursion, backtracking, and object-oriented programming.
  • Develop robust and efficient solutions to computational problems.

Syllabus

Introduction and Environment Setup
  • Introduction to Data Structures
  • Mathematical Notations
  • Contradiction
  • Mathematical Induction
  • Mathematical Prerequisites
  • Introduction to Algorithm
  • Asymptotic Notations
  • Variables and Datatypes
  • Decisions
  • Switch Case
  • Array
  • Functions
  • Pointers
  • Object Oriented Programming
  • Data Types
  • Union
  • Miscellaneous Problems and Solutions
  • Recursion
  • Backtracking
  • Recursion and Backtracking: Problems
  • Introduction to Array
  • Array Operations
  • Introduction
  • Two Dimensional Array Operations
  • Array of Pointer
  • String Introduction
  • Programming String Operations
  • Array of String
  • Pointers and Strings
  • Pattern Matching
  • String Matching

Work-Centric Approach

The academic approach of the course focuses on ‘work-centric’ education. With this hands-on approach, derive knowledge from and while working to make it more wholesome, delightful and useful. The ultimate objective is to empower learners to also engage in socially useful and productive work. It aims at bringing learners closer to their rewarding careers as well as to the development of the community.

  • Step 1: Learners are given an overview of the course and its connection to life and work
  • Step 2: Learners are exposed to the specific tool(s) used in the course through the various real-life applications of the tool(s).
  • Step 3: Learners are acquainted with the careers and the hierarchy of roles they can perform at workplaces after attaining increasing levels of mastery over the tool(s).
  • Step 4: Learners are acquainted with the architecture of the tool or tool map so as to appreciate various parts of the tool, their functions, utility and inter-relations.
  • Step 5: Learners are exposed to simple application development methodology by using the tool at the beginner’s level.
  • Step 6: Learners perform the differential skills related to the use of the tool to improve the given ready-made industry-standard outputs.
  • Step 7: Learners are engaged in appreciation of real-life case studies developed by the experts.
  • Step 8: Learners are encouraged to proceed from appreciation to imitation of the experts.
  • Step 9: After the imitation experience, they are required to improve the expert’s outputs so that they proceed from mere imitation to emulation.
  • Step 10: Emulation is taken a level further from working with differential skills towards the visualization and creation of a complete output according to the requirements provided. (Long Assignments)
  • Step 11: Understanding the requirements, communicating one’s own thoughts and presenting are important skills required in facing an interview for securing a work order/job. For instilling these skills, learners are presented with various subject-specific technical as well as HR-oriented questions and encouraged to answer them.
  • Step 12: Finally, they develop the integral skills involving optimal methods and best practices to produce useful outputs right from scratch, publish them in their ePortfolio and thereby proceed from emulation to self-expression, from self-expression to self-confidence and from self-confidence to self-reliance and self-esteem!