Data Structure And Algorithms Course And Certification

What is Data Structure & Algorithms: 

A Data Structure is a specialized method or format for organizing and storing data. General data structure types include:

1. The array,

2. The file,

3. The record,

4. The table,

5. The tree, and so on.

Algorithms are set of rules and processes to be followed by the computer to carry out various calculation tasks and problem-solving operations. 

All Data Structures are designed to organize data in order to suit a specific purpose so that it can be accessed and worked with in appropriate ways. In computer programming, a data structure may be selected or designed to store data for the purpose of working on it with various algorithms. 

Fundamentals Of Data Structure & Algorithms:

Data Structure is a systematic way to organize data for effective usage. The following are the fundamentals of a data structure.

1. Interface: This represents the set of operations data structure supports. However, an interface provides the list of supported operations, parameters.

2. Implementation: This also provides the internal representation of a data structure. It provides the definition of the algorithms used in the operations of the data structure.

3. Need for Data Structure: Data can be organized or reorganized in a data structure in a way that not all items may not be required to be searched and the required data can be searched instantly.

4. Data Queue: This is a process whereby one end is used to input data (enqueue) and the other is used to remove data (dequeue). It can as well be described as (FIFO) First-In-First-Out methodology. Which means the first data item stored will be the first to be accessed. 

5. Merge Sort: This is a technique that is used to divide array into equal halves and then combines them in a sorted manner.

6. Selection Sort: This is a method of sorting. It is an in-place comparison-based algorithm which the list is however divided into two parts. 

(a) Sorted part and

(b) Unsorted part. 

The Sorted part is on the left side while the Unsorted part is on the right side. 

7. Binary Search: This is a fastest way of conducting a search. What applies is a principle of divide and conquer and in order for the algorithm to work properly, the data collection must be in a sorted form. 

Advantages of Data Structure & Algorithms: 

1. Data structures allow information storage on hard disks.

2. Data structures allow the data use and processing on a software system.

3. Provides means for management of large data-set such as databases or internet indexing services.

4. It allows easier processing of data. 

5. It allows safe storage of information on a computer. The information is then available for later use and can be used by multiple programs. 

In the Full course, you will learn everything you need to know about Data Structure and Algorithms with Diploma Certificate to showcase your knowledge. 

Data Structure and Algorithms Course Outline: 

Data Structures & Algorithms - Introduction/Overview

Data Structures & Algorithms - Environment Setup

Data Structures & Algorithms - Algorithms Basics

Data Structures & Algorithms - Asymptotic Analysis

Data Structures & Algorithms - Greedy Algorithms

Data Structures & Algorithms - Divide and Conquer

Data Structures & Algorithms - Dynamic Programming

Data Structures & Algorithms - Data Structure Basics

Data Structures & Algorithms - Array Data Structure

Data Structures & Algorithms - Linked List Basics

Data Structures & Algorithms - Doubly Linked List

Data Structures & Algorithms - Circular Linked List

Data Structures & Algorithms - Stack

Data Structures & Algorithms - Expression Parsing

Data Structures & Algorithms - Queue

Data Structures & Algorithms - Linear Search

Data Structures & Algorithms - Binary Search

Data Structures & Algorithms - Interpolation Search

Data Structures & Algorithms - Hash Table

Data Structures & Algorithms - Sorting Algorithms

Data Structures & Algorithms - Bubble Sort

Data Structures & Algorithms - Insertion Sort

Data Structures & Algorithms - Selection Sort

Data Structures & Algorithms - Merge Sort

Data Structures & Algorithms - Quick Sort

Data Structures & Algorithms - Graph Data Structure

Data Structures & Algorithms - Depth First Traversal

Data Structures & Algorithms - Breadth First Traversal

Data Structures & Algorithms - Tree Data Structure

Data Structures & Algorithms - Tree Traversal

Data Structures & Algorithms - Binary Search Tree

Data Structures & Algorithms - AVL Tree

Data Structures & Algorithms - Spanning Tree

Data Structures & Algorithms - Heap

Data Structures & Algorithms - Recursion Basics

Data Structures & Algorithms - Tower of Hanoi

Data Structures & Algorithms - Fibonacci Series

Data Structures & Algorithms - Exams and Certification


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