Analysis of Algorithm Course
Learn the fundamentals of algorithm analysis and design
Lectures -81
Duration -7 hours
Get your team access to 10000+ top Tutorials Point courses anytime, anywhere.
Course Description
Analysis of Algorithm Course will teach you about the different types of algorithms, such as divide-and-conquer, dynamic programming, and greedy algorithms. You will also master the fundamental concepts of algorithm analysis, including time complexity, space complexity, and asymptotic notations.
Analysis of Algorithm Course Overview
Algorithm analysis is the study of how long it takes an algorithm to run and how much memory it uses. This is important because it helps us to choose the most efficient algorithm for a given problem.
This course is designed for students who are interested in learning about algorithms and their applications. You will also learn how to analyze the performance of algorithms and how to design efficient algorithms. It is also a good preparation for students who are planning to take the GATE exam.
An algorithm is a step-by-step procedure for solving a problem. Algorithms are used in all areas of computer science, from searching and sorting to machine learning and artificial intelligence.
There are many different types of algorithms, each with its own strengths and weaknesses. Some common types of algorithms include:
Divide-and-conquer algorithms: These algorithms break a problem down into smaller and smaller subproblems until they are trivial to solve.
Dynamic programming algorithms: These algorithms store the results of subproblems so that they can be reused later.
Greedy algorithms: These algorithms make locally optimal decisions at each step, hoping to reach a global optimum.
NP-hard problems: These problems are so difficult to solve that no efficient algorithm is known.
Goals
What will you learn in this course:
Time complexity and space complexity
Asymptotic notations
Different types of algorithms
Divide-and-conquer algorithms
Dynamic programming algorithms
Greedy algorithms
NP-hard problems
Prerequisites
What are the prerequisites for this course?
This course is designed for students who have some basic knowledge of computer science, such as data structures and programming.
Curriculum
Check out the detailed breakdown of what’s inside the course
Analysis of Algorithm
1 Lectures
- Analysis of Algorithms - Getting Started 01:03 01:03
Algorithm Introduction
1 Lectures
Complexity of Algorithm
7 Lectures
Algorithm and Classification
9 Lectures
Elementary Data Structure
20 Lectures
Sets and Set Operations
4 Lectures
Recursion
10 Lectures
Divide and Conquer
4 Lectures
The Greedy Method
5 Lectures
Dynamic Programming
7 Lectures
Back Tracking Algorithm
7 Lectures
Branch and Bound
2 Lectures
NP-Hard and NP - Complete Problems
3 Lectures
Instructor Details
Tutorialspoint
Simply Easy Learning
Tutorials Point originated from the idea that there exists a class of readers who respond better to online content and prefer to learn new skills at their own pace from the comforts of their drawing rooms.
The journey commenced with a single tutorial on HTML in 2006 and elated by the response it generated, we worked our way to adding fresh tutorials to our repository which now proudly flaunts a wealth of tutorials and allied articles on topics ranging from programming languages to web designing to academics and much more.
40 million readers read 100 million pages every month
Our Text Library Content and resources are freely available and we prefer to keep it that way to encourage our readers acquire as many skills as they would like to. We don't force our readers to sign up with us or submit their details either to use our Free Text Tutorials Library. No preconditions and no impediments, Just Simply Easy Learning!
We have established a Digital Content Marketplace to sell Video Courses and eBooks at a very nominal cost. You will have to register with us to avail these premium services.
Course Certificate
Use your certificate to make a career change or to advance in your current career.
Our students work
with the Best
Related Video Courses
View MoreAnnual Membership
Become a valued member of Tutorials Point and enjoy unlimited access to our vast library of top-rated Video Courses
Subscribe nowOnline Certifications
Master prominent technologies at full length and become a valued certified professional.
Explore Now