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Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery |
|---|---|---|
| English | Self Study | Video and Text Based |
Course Overview
Beginning with the fundamentals, Design and Analysis of Algorithms Certification explains that an algorithm is a description or assertion of a series of actions that make up a method for deriving the required outputs from the supplied inputs.
The analysis portion will help you better understand the resources an algorithm might employ to arrive at a solution, and Design and Analysis of Algorithms Classes place more attention on the critical elements in the development of new algorithms.
Introduction to algorithms, asymptotic complexity, divide-and-conquer sorting and searching, the greedy technique, dynamic programming, backtracking, and branch and bound are just a few of the subjects covered in the Design and Analysis of Algorithms Certification Syllabus.
All students get a Design and Analysis of Algorithms Certification by University of Kashmir under the Swayam Initiative by the Government of India.
The Highlights
- Provided by University of Kashmir
- Online course
- 12 Weeks course
- Learn at your own pace
- Expert Lectures
Programme Offerings
- video lectures
- Study Materials
Courses and Certificate Fees
| Certificate Availability | Certificate Providing Authority |
|---|---|
| yes | Kashmir University |
What you will learn
The importance of available tools in problem solving is highlighted throughout the Design and Analysis of Algorithms Certification Course, and some mathematical issues that cannot be resolved are discussed. The operations (i.e., the tools) that are permitted to be employed in addressing the problems come from a limited pre-assigned set, which is why these problems are once more claimed to be intractable.
Design and Analysis of Algorithms Training enables the testing of proposed solutions that can be successfully implemented by running an algorithm—a programme that can be run. Also, by running various algorithms on instances of the problem under examination that are of a size that is reasonable, if more than one algorithm is available, you can have a look at Algorithms Certification Courses.
The following learning outcomes are achieved upon successful conclusion of this Design and Analysis of Algorithms Certification:
- Provide examples of the terms problem, solution, problem instance, algorithm, and computer programme.
- Characteristics of an algorithm and the role of available tools in solving a problem.
- Basic instructions and control structures that are used in building up programs.
Who it is for
If the appropriate students apply for the online course Design and Analysis of Algorithms, there will be excellent employment prospects like:
Admission Details
Students are urged to enrol in Design and Analysis of Algorithms Certification by taking the following measures as soon as the course's admission period opens.
Step 1: Visit the official website
Step 2: Fill up the application form
Step 3: Upload all necessary documents
Step 4: Pay the required fee online (if you need certification)
The Syllabus
- Introduction to Algorithms
- Analysis of algorithms
- Growth of functions
- Asymptotic notations
- Operations and properties of asymptotic notations
- Recurrences (Substitution method)
- Iteration method & Recursion trees
- Solving Recurrences (Decreasing Functions)
- Solving recurrences (Dividing functions)
- The Master Method
- Divide and Conquer: Binary Search
- MAX MIN.
- Quick Sort
- Merge Sort
- Greedy Method: Job sequencing
- Fractional Knapsack method
- Huffman codes
- Optimal storage on tapes
- Dynamic programming (General method)
- Multistage graphs
- Longest common subsequences
- Dynamic Programming (All Pairs Shortest Paths)
- Backtracking (General methods)
- N-Queens Problem
- Sum of subsets
- 0/1 Knapsack problem
- Branch and Bound (General method)
- Least Cost Branch and Bound
- Traveling salesperson problem Using LCBB
- Lower bound theory through reductions
- P, NP, NP hard and NP complete problems _ basic concepts.
- Approximate Algorithms
- The set veering problem
- The traveling salesman problem
- The Vertex Cover Problem
- The subset sum problem
- Parallel Algorithms, Parallelism_ PRAM and other Models
Instructors
Kashmir University Frequently Asked Questions (FAQ's)
To tackle many types of problems, algorithms' design and analysis are crucial in the field of computer science and information technology.
The classes are administered through pre-recorded videos and lectures.
Design analysis is a decision-making process that uses analytical techniques from engineering, mathematics, and basic sciences to create a model of the product.
The instructor for this course is Dr. Faheem Syeed Masoodi - Assistant Professor in the Department of Computer Science, Kashmir University.
Most algorithms are generally written in a natural language or plain English language, while some use high-level programming language.