Data Structures and Algorithms In Depth using Java

Data Structures and Algorithms In Depth using Java - Printable Version

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Data Structures and Algorithms In Depth using Java - AD-TEAM - 12-21-2024

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List, Stacks, Queues, Binary Search Trees, Hashing, Heaps, Graphs, Search, Sorting- Data Structures & Algorithms in Java

What you'll learn
Understand Complexity of Algorithms ie Time and Space they take at runtime
Learn and compare Algorithms used in Searching and Sorting
Learn different Data Structures and how to use them in applications
Learn how to Code and Implement various data structures and algorithms in Java

Requirements
Some prior programming experience is required in any programming language
Basic knowledge of Java is needed
Software required for this course is open-source and freely available, and we will go through the steps of downloading and installing it.
This course is created on windows, but users on other platforms such as MasOS or Linux can comfortably use the required tools and have the same programing experience

Description
This course will help you in better understanding of the basics of Data Structures and how algorithms are implemented in Java programming language. This course consists of lectures on data structures and algorithms which covers the computer science theory + implementation of data structures in Java. This course will also help students to face interviews confidently at the top technology companies. This course is like having personal tutors to teach you about data structures and algorithms.

There's tons of concepts and content in this course. To begin the course:

We have a discussion of why we need data structures and why we need to learn Algorithms

Then we move on to discuss Analysis of Algorithms ie Time and Space complexity, though the Asymptotic Notation ie Big O, Omega and Theta are taken up at the end of this course so that you do not get confused and concentrate on understanding the concepts of data structures.

We have a programming environment setup to make sure you have all the software you need in order to get the hands-on experience in implementing Data structures and Algorithms in Java.

Then we get to the essence of the course; algorithms and data structures. Each of the specific algorithms and data structures is divided into two sections. Theory lectures and implementation of those concepts in Java. We then move on to learn:

Analysis of Algorithms

Recursion

Searching Algorithms

Sorting Algorithms

Linked List

Stacks

Queues & Deques

Trees, Binary Trees & Binary Search Trees

Balanced Search Trees

Heaps

Hashing

Graphs & Graph Traversal Algorithms (Breadth-First Search & Depth First Search)

Again, each of these sections includes theory lectures covering Data structures & their Abstract Data Types and Algorithms. Plus the implementation of these topics in Java.

Who this course is for
Anyone who wants to learn Data Structures and Algorithms using Java

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