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Data Structure tutorial for beginners and programmers - Learn Data Structure with easy, simple and step by step tutorial covering syntax, notes and examples for computer science students on important concepts like Linked List, Stack, Queue, Dequeue, Searching, Sorting etc. Data Structures are the programmatic way of storing data so that data can be used efficiently. Almost every enterprise application uses various types of data structures in one or the other way. This tutorial will give you a great understanding on Data Structures needed to understand the complexity.
Data Structures Using C++ Pdf Notes
Data Structure tutorial for beginners and programmers - Learn Data Structure with easy, simple and step by step tutorial covering syntax, notes and examples for computer science students on important concepts like Linked List, Stack, Queue, Dequeue, Searching, Sorting etc. Data Structures & Algorithms Tutorial in PDF - You can download the PDF of this wonderful tutorial by paying a nominal price of $9.99. Your contribution will go a. Data Structures tutorial, covering all the basic and advanced topics of Data Structures with great concepts and shortest lessons. We have covered all the sorting algorithms and other data structures in the simplest possible manner.
To be familiar with the basic techniques of object-oriented principles and exception handling using C++. Be familiar with the concepts of Inheritance, Polymorphism, Solve problems using data structures such as linear lists, stacks, queues, hash tables. Be familiar with advanced data structures such as balanced search trees, AVL Trees, and B Trees.
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List of Reference Books for Data Structures Using C++ – 2nd Year
- Data structures, Algorithms and Applications in C++, S.Sahni, University Press (India) Pvt.Ltd, 2nd edition, Universities Press, Pvt. Ltd.
- Data structures and Algorithm Analysis in C++, Mark Allen Weiss, Pearson Education. Ltd., Second Edition.
- Data structures and Algorithms in C++, Michael T.Goodrich, R.Tamassia and .Mount, Wiley student edition, John Wiley and Sons.
- Problem-solving with C++, The OOP, Fourth edition, W.Savitch, Pearson education.
- Data structures and algorithms in C++, 3rd Edition, Adam Drozdek, Thomson
- A Data structures using C and C++, Langsam, Augenstein and Tanenbaum, PHI.
Data Structures using c++ Syllabus -1st semester
UNIT-I: ARRAYS
Free Data Structure Tutorial In C
Abstract Data Types and the C++ Class, An Introduction to C++ Class- Data Abstraction and Encapsulation in C++- Declaring Class Objects and Invoking Member Functions- Special Class Operations- Miscellaneous Topics- ADTs and C++Classes, The Array as an Abstract Data Type, The Polynomial Abstract Data type- Polynomial Representation- Polynomial Addition. Spares Matrices,Introduction- Sparse Matrix Representation- Transposing a Matrix- Matrix Multiplication, Representation of Arrays.
UNIT-II: STACKS AND QUEUES
Templates in C++, Template Functions- Using Templates to Represent Container Classes, The Stack Abstract Data Type, The Queue Abstract Data Type, Subtyping and Inheritance in C++,
Evaluation of Expressions, Expression- Postfix Notation- Infix to Postfix.
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UNIT-III: LINKED LISTS
Single Linked List and Chains, Representing Chains in C++, Defining a Node in C++- Designing a Chain Class in C++- Pointer manipulation in C++- Chain Manipulation Operations, The Template Class Chain, Implementing Chains with Templates- Chain Iterators- Chain Operations- Reusing a Class, Circular Lists, Available Space Lists, Linked Stacks and Queues, Polynomials, Polynomial Representation- Adding Polynomials- Circular List Representation of Polynomials, Equivalence Classes, Sparse Matrices, Sparse Matrix Representation- Sparse Matrix Input Deleting a Sparse Matrix, Doubly Linked Lists, Generalized Lists, Representation of Generalized Lists- Recursive Algorithms for Lists- Reference Counts, Shared and Recursive Lists
UNIT-IV: TREES
Introduction, Terminology, Representation of Trees, Binary Trees, The Abstract Data Type, Properties of Binary Tress, Binary Tree Representations, Binary Tree Traversal and Tree Iterators, Introduction, Inorder Traversal Preorder Traversal, Postorder Traversal, Thread Binary Trees, Threads, Inorder Traversal of a Threaded Binary Tree, Inserting a Node into a Threaded Binary Tree, Heaps, Priority Queues, Definition of a Max Heap, Insertion into a Max Heap, Deletion from a Max Heap, Binary Search Trees, Definition, Searching a Binary Search Tree, Insertion into a Binary Search Tree, Deletion from a Binary Search Tree, Height of Binary
Search Tree.
UNIT-V: GRAPHS
The Graph Abstract Data Type, Introduction, Definition, Graph Representation, Elementary Graph Operation, Depth First Search, Breadth First Search, Connected Components, Spanning
Trees, Biconnected Components, Minimum Cost Spanning Trees, Kruskal S Algorithm, Prim s Algorithm Sollin’ s Algorithm, Shortest Paths and Transitive Closure, Single Source/All Destination: Nonnegative Edge Cost, Single Source/All Destination: General Weights, All-Pairs Shortest Path, Transitive Closure.
UNIT-VI: SORTING
Insertion Sort, Quick Sort, Merge Sort Merging, Iterative Merge Sort, Recursive Merge Sort, Heap Sort.
OUTCOMES:
• Distinguish between procedures and object-oriented programming.
• Apply advanced data structure strategies for exploring complex data structures.
• Compare and contrast various data structures and design techniques in the area of Performance.
• Implement data structure algorithms through C++. • Incorporate data structures into the applications such as binary search trees, AVL and B Trees
• Implement all data structures like stacks, queues, trees, lists and graphs and compare their Performance and trade offs
Data Structures using c++ Review Questions List
- Explain Oops Concepts?
- Discuss representation of polynomial using Abstract Data Type?
- Write a C++ Program to pop an element from the stack?
- Explain different types of inheritances available in C++?
- Write a C++ Program to insert an element at last position into a single linked list?
- Explain about equivalence class?
- If number of elements in a binary search tree is N. Give two sample binary search tree where the search time is proportional to i) Log N ii) N
- Explain with examples different cases of deletion of elements in a binary search tree?
- Write an algorithm to traverse a graph using breadth first search?
- Discuss about different ways of representing Graphs in memory?
- Write a C++ program to sort the following elements using Recursive Merge Sort?
- Trace the above program for the following elements?
12, 25, 5, 9, 1, 84, 63, 7, 15, 4, 3 - With an example Explain the procedure of transposing a Sparse matrix?
- Discuss about Array as an Abstract Data Type?
- Write a Program to push an element into a stack?
- Implement container classes using templates?
- Discuss about implementing Chains with templates?
- Discuss about implementation of queues using linked list?
- Create max heap for the following elements(20, 12, 14, 3, 52, 15, 139, 27, 190)
- What are Tree iterators? Explain
- Write an algorithm to traverse a graph using Depth first search?
- Explain about All pairs shortest path algorithm?
- Write a C++ program to sort the following elements using Insertion Sort?
- Trace the above program for the following elements?
65, 6, 54, 63, 56, 61, 14, 39, 28, 16, 30.
Buy Data Structures using C++ Books for 2nd year Online at Amazon.in
Data Structures Using C++- Ajit J More
- Techtree Educations
- Paperback
- Edition no. First Edition (01/01/1970)
- English
- Deepak Gupta
- S.K. Kataria & Sons
- Edition no. 2012 (01/01/1970)
- Paperback: 325 pages
- N. Kashivishwanath
- Laxmi Publications
- Edition no. First (01/01/1970)
- Paperback: 220 pages
- M. Jayalakshmi
- Laxmi Publications
- Edition no. First (01/01/1970)
- Paperback: 126 pages
- K.S. Easwarakumar
- Vikas Publication House Pvt Ltd
- Edition no. First (12/11/2000)
- Paperback: 348 pages
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- Binding : paperback
- Language : English
- Publication Date : 2012-12-13
- Authors : A. M. Padma Reddy
- D.S. Malik
- A A Puntambekar
- Technical Publications
- Edition no. 1 (01/01/2014)
- Paperback: 552 pages
- This book has been prescribed and recommended as a textbook in the latest AICTE Model Curriculum of Engineering & Technology 2018-19.
- R. S. Salaria
- Khanna Publishing
- Edition no. Third (01/01/1970)
- Paperback: 616 pages
- Oxford University Press, USA
- Varsha H. Patil
- Oxford
- Paperback: 704 pages
Algorithms Data Structures Programs Pdf
Sale Data Structures Using C and C+- Langsam / Augenstein / Tenenbaum
- Pearson Education India
- Edition no. 2 (01/01/1970)
- 3.5' and 5.25' disks: 688 pages
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- Data Structures & Algorithms
- Algorithm
- Data Structures
- Linked Lists
- Stack & Queue
- Searching Techniques
- Sorting Techniques
- Graph Data Structure
- Tree Data Structure
Heap Data Structure Tutorial Pdf
- Recursion
- DSA Useful Resources
- Selected Reading
Data Structures are the programmatic way of storing data so that data can be used efficiently. Almost every enterprise application uses various types of data structures in one or the other way. This tutorial will give you a great understanding on Data Structures needed to understand the complexity of enterprise level applications and need of algorithms, and data structures.
Why to Learn Data Structure and Algorithms?
As applications are getting complex and data rich, there are three common problems that applications face now-a-days.
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Data Search − Consider an inventory of 1 million(106) items of a store. If the application is to search an item, it has to search an item in 1 million(106) items every time slowing down the search. As data grows, search will become slower.
Processor speed − Processor speed although being very high, falls limited if the data grows to billion records.
Multiple requests − As thousands of users can search data simultaneously on a web server, even the fast server fails while searching the data.
To solve the above-mentioned problems, data structures come to rescue. Data can be organized in a data structure in such a way that all items may not be required to be searched, and the required data can be searched almost instantly.
Applications of Data Structure and Algorithms
Algorithm is a step-by-step procedure, which defines a set of instructions to be executed in a certain order to get the desired output. Algorithms are generally created independent of underlying languages, i.e. an algorithm can be implemented in more than one programming language.
From the data structure point of view, following are some important categories of algorithms −
Search − Algorithm to search an item in a data structure.
Sort − Algorithm to sort items in a certain order.
Insert − Algorithm to insert item in a data structure.
Update − Algorithm to update an existing item in a data structure.
Delete − Algorithm to delete an existing item from a data structure.
Data Structure Tutorial Pdf Notes
The following computer problems can be solved using Data Structures −
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- Fibonacci number series
- Knapsack problem
- Tower of Hanoi
- All pair shortest path by Floyd-Warshall
- Shortest path by Dijkstra
- Project scheduling
Data Structures Tutorial Pdf Download
Audience
This tutorial is designed for Computer Science graduates as well as Software Professionals who are willing to learn data structures and algorithm programming in simple and easy steps.
After completing this tutorial you will be at intermediate level of expertise from where you can take yourself to higher level of expertise.
Prerequisites
Java Data Structure Tutorial Pdf
Before proceeding with this tutorial, you should have a basic understanding of C programming language, text editor, and execution of programs, etc.