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Data Structure with Algorithms & Problem Solving Skills (DS-APS)
(University Syllabus + Practical’s + Technical Interview)

Any successful IT software product will always produced with the lots of efforts from team of good software engineers. A good software engineer must possess good problem solving skills. Most of the product companies like Google, Wallmart labs, Yahoo, Facebook, MicroSoft, Adobe, Rediff, Amazon, Fair Issac, D E Shaw, QualComm, ComVault, Oracle etc..., need software engineers who had excellent problem solving skills.

The “Data Structure with Algorithms & Problem Solving Skills (DS-APS)” course is a platform to improve your problem solving skills besides providing strong fundamental knowledge on Data Structures and Algorithms. The course focuses more on discussions in the class which allows the participants to come up with new ideas.

Objective of DS-APS course:

Upon successful completion of “DS-APS course” training, participants will be able to:

Enhance Thinking process
Crack any product company interview/written tests
Understand the practical application of problems & their impact on software products
Think through the solution techniques to any problem
Improve the analysis skills of the algorithms generated by themselves/others
Enhance the coding skills to maximum possible level
Target Audience

Any under-graduate/graduate students from Universities, RECs, NITs, IIITs and IITs Self motivated candidates from any college who want to crack big companies Students who already had job offer(s) and aspire to join Big League Students who want in-depth knowledge in Data Structures, Algorithms & Programming Working software professionals who are looking for better opportunities in product based software companies Any passionate student/working professional who wants to understand the fundamentals of computer science which are mandatory for any software developer.

DS-APS programming -Beginner to Corporate syllabus

Overview

Characteristics of a Data Structure
Need for Data Structure
Execution Time Cases
Basic Terminology

Algorithms ─ Basics

Characteristics of an Algorithm
How to Write an Algorithm?
Algorithm Analysis
Algorithm Complexity
Space Complexity
Time Complexity

Greedy Algorithms

Counting Coins

Divide & Conquer

Divide/Break
Conquer/Solve
Merge/Combine

Dynamic Programming
DATA STRUCTURES

Basic Concepts
Data Definition
Data Object
Data Type
Basic Operations

Arrays

Array Representation
Basic Operations
Insertion Operation
Array Insertions
Insertion @ Beginning of an Array
Insertion @ Given Index of Array
Insertion After Given Index of an Array
Insertion Before Given Index of an Array
Deletion Operation
Search Operation
Update Operation

LINKED LIST

Linked List ─ Basics

Linked List Representation
Types of Linked List
Basic Operations
Insertion Operation
Deletion Operation
Reverse Operation
Linked List Program in C

Doubly Linked List

Doubly Linked List Representation
Basic Operations
Insertion Operation
Deletion Operation
Insertion at the End of an Operation
Doubly Linked List Program in C

Circular Linked List

Singly Linked List as Circular
Doubly Linked List as Circular
Basic Operations
Insertion Operation
Deletion Operation
Display List Operation
Circular Linked List Program in C

Stack

Stack Representation
Basic Operations
peek()
isfull()
isempty()
Push Operation
Pop Operation
Stack Program in C

Queue

Queue Basic Operations
peek()
isfull()
isempty()
Enqueue Operation
Dequeue Operation
Queue Program in C

SEARCHING TECHNIQUES

Linear Search
Linear Search Program in C
Binary Search
How Binary Search Works?
Binary Search Program in C
Interpolation Search
Positioning in Binary Search
Interpolation Search Program in C

Hash Table

Hashing
Linear Probing
Basic Operations
Data Item
Hash Method
Search Operation
Insert Operation
Delete Operation
Hash Table Program in C

SORTING TECHNIQUES

Sorting Algorithm
In-place Sorting and Not-in-place Sorting
Stable and Not Stable Sorting
Adaptive & Non-Adaptive Sort Algorithm

Bubble Sort Algorithm

How Bubble Sort Works?
Bubble Sort Program in C

Insertion Sort

How Insertion Sort Works?
Insertion Sort Program in C
Selection Sort
How Selection Sort Works?
Selection Sort Program in C

Merge Sort Algorithm

How Merge Sort Works?
Merge Sort Program in C

Shell Sort

How Shell Sort Works?
Shell Sort Program in C

Quick Sort

Partition in Quick Sort
Quick Sort Algorithm
Quick Sort Program in C

GRAPH DATA STRUCTURE

Graphs
Graph Data Structure
Basic Operations

Data Structure