Dtata Structures Training

Data Structures



About Data Structures

Data structures provide a means to manage large amounts of data for use in databases and internet indexing services. Efficient data structures are key for designing efficient algorithms and obtaining maintainable software design.In this Computer Science course, you will start by learning basic data types, such as numbers, and gradually build a conceptual framework for organizing and managing efficient structures.



What You Will Learn

Various data structures

How to organize data efficiently

How to use appropriate data structures for representing, organizing, and manipulating data

How to create data structures using basic programming



Description

In this Learning Data Structures and Algorithms training course, expert author Rod Stephens will teach you how to analyze and implement common algorithms used. This course is designed for the absolute beginner, meaning no previous programming experience is required.

You will start by learning about the complexity theory, then jump into learning about numerical algorithms, including randomizing arrays, prime factorization, and numerical integration. From there, Rod will teach you about linked lists, such as singly linked lists, sorted, and doubly linked lists. This video tutorial also covers arrays, stacks and queues, and sorting. You will also learn about searching, hash tables, recursion, and backtracking algorithms. Finally, you will cover trees, balanced trees, decision trees, and network algorithms.

Once you have completed this computer based training course, you will be fully capable of analyzing and implementing algorithms, as well as be able to select the best algorithm for various situations. Working files are included, allowing you to follow along with the author throughout the lessons.



    Who should take the course

Anyone interested in learning about Data structures and Algorithms



Curriculum For This Course


Introduction And Course Overview

How To Access Your Working Files

Big O Notation

Typical Runtime Functions

Comparing Runtime Functions

P And NP

Random Numbers

Linear Congruential Generators

Randomizing Arrays - Randomization Algorithm

Prime Factorization- Factor Algorithm

Finding Primes

Testing Primality

Numerical Integration

Singly Linked Lists

Sorted Linked Lists

Sorting With Linked Lists

Doubly Linked Lists

One-Dimensional Arrays

Triangular Arrays

Sparse Arrays

Stacks

Stack Algorithms

Double Stacks

Queues

Sorting Algorithms

Insertionsort

Selectionsort

Quicksort

Bubblesort

Countingsort

Heapsort

Linear Search

Binary Search

Interpolation Search

Chaining

Open Addressing - Basics

Open Addressing - Linear Probing

Open Addressing - Quadratic Probing

Open Addressing - Double Hashing

Recursion Basics

Fibonacci Numbers

Tower Of Hanoi

Koch Curves

Hilbert Curves

Gaskets

Removing Recursion With Stacks

The Eight Queens Problem- Algorithm

The Knights Tour

Binary Tree Properties

Traversals - Preorder

Traversals - Postorder

Traversals - Inorder

Traversals - Breadth-First

Building Sorted Trees

Editing Sorted Trees

B-Trees - B-Tree Basics

B-Trees - Adding Items

B-Trees - Removing Items

AVL Tress



About Us

Anexpertise is a leading training platform in Pune which conducts training sessions for different IT fields, mechanical fields etc and provides certification for the same. We also offer IT services and software development for our clients.

We have strong ability to provide exceptional service to individuals with a team of professionals. We deliver training to every individual to enhance their knowledge & skills in preferred field. We are taking a lead in spreading an innovative form of training that provides you with theoretical as well as practical training.

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