9 Courses and Certifications

Swayam Algorithms Courses & Certifications

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Certificate

Data Structures

The Data Structures certification course will help candidates to reduce the time while programming. The data structure taught in the course includes sorts, and how to implement those algorithms. Candidates will be learning how to solve computation courses and come up with codes that are short and have the best results.

The candidates taking the course will be able to write algorithms and get instant results. Data structures lay down the foundation of the programming, and candidates can get their hands on coding in a simpler way. The course prepares the aspirants to come up with the best algorithm in a quick span of time.

For each algorithm, the candidates develop, multiple checks will be performed to ensure the candidates are learning correctly. The candidates must take the exam by paying the necessary amount for receiving certification. The Data Structures certification benefits will help to learn even a novice who is very much new to the topic.

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12 Weeks
Skills Covered:
Data science knowledge
Computational Complexity Theory

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Certificate

Computational Complexity Theory

The Computational Complexity Theory program offers a great learning experience in the field of computational complexity theory. Students who pursue this course will come to know different topics every week through this course. Candidates will be informed on topics like hierarchy theorems, types of complexities, limitations, etc. The Computational Complexity Theory online course offers full-time access to the course with no limitations or restrictions related to the timings of the course or attendance. Students are requested to own a stable internet connection and a system through which they can log in to the course.

The Computational Complexity Theory training offers a certificate towards the end of the course only if the candidate agrees to pay the exam fees and qualifies the same fulfilling the minimum eligibility criteria. The course takes 12 weeks of time to complete the Computational Complexity Theory certification syllabus. However, students can choose to take longer than the estimated time since this is a self-paced learning program. The course provides a professional level of training and can be taken up by candidates who are interested in computer science.

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12 Weeks
Free
Skills Covered:
Mathematical skill
Model Checking

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Certificate

Model Checking

The Model Checking certification course is a 12-week elective programme that is entirely online. This course is the responsibility of the Chennai Mathematical Institute professor Srivathsan. Swayam, IIT Madras and NPTEL have jointly taken up responsibility along with the institute to offer a certificate jointly. 

Over the years the use of safety-critical systems including embedded software that is dealt with in regular life has increased. Hence this online Model Checking training course is a great introduction to learning the tools that are required for model-checking. Model checking is nothing but a research field that looks after the challenge of making use of models in controller verification. Ultimately the main aim of the course is to give the students a look at the system which is used mainly for finite-state machine extensions. 

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12 Weeks
Free
Skills Covered:
Knowledge of engineering
Design and Analysis of Algorithms

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Certificate

Design and Analysis of Algorithms

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. 

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12 Weeks
05 January 2025 - 29 April 2025
Design and Analysis of Algorithms

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Certificate

Design and Analysis of Algorithms

Design and Analysis of Algorithms program is an undergraduate course in the field of Foundation of computing and Computer Science and Engineering. It is a free MOOC that will be held on the online learning platform Swayam. Swayam is a learning portal and an initiative by the Ministry of Education, Government of India.

The syllabus of the Design and Analysis of Algorithms certification has been designed by Chennai Mathematical Institute in association with NPTEL. The program will be taught by professor Madhavan Mukund, the Dean of Studies at Chennai Mathematical Institute. Along with video lectures, candidates will have assignments and a list of books and references to understand the course contents better. 

During the Design and Analysis of Algorithms training, candidates will explore various topics such as Intractability, Design techniques, asymptotic complexity, data structures, algorithm on graphs, sorting, and searching. The course also offers a certification for interested eligible candidates. However, certification is granted only if students pass the final test.

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8 Weeks
19 January 2025 - 13 March 2025
Free
Skills Covered:
Knowledge of Algorithms Knowledge of engineering
Programming, Data Structures and Algorithms Using Python

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Certificate

Programming, Data Structures and Algorithms Using Python

The Programming, Data Structures, and Algorithms Using Python certification course imbibe Python problem-solving and programming fundamentals in its students. A Chennai Mathematical Institute offering, this eight-week curriculum features robust industry recognition amongst programming-oriented companies. Primarily built for undergraduates, this program falls under the following purviews - ‘Foundations of Computing’, ‘Programming’, ‘Artificial Intelligence, ‘Computer Science and Engineering, and ‘Data Science’

The extensive Programming, Data Structures, and Algorithms Using Python certification syllabus cover multiple concepts, including introductory concepts like loops, conditionals, functions, strings, etc. Candidates learn about sorting algorithms, backtracking, using files, exception handling, and more. Regarding data structures, the course also discusses Python dictionaries, objects, and classes to define various data types, including binary search trees and linked lists.

The Programming, Data Structures, and Algorithms Using Python training also offers an optional certificate to help candidates actively seek employment or educational growth. Aspirants can acquire this by clearing the requirements. These include scoring well in the weekly assignments and clearing Swayam’s two examinations.

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8 Weeks
Free
Skills Covered:
Knowledge of Python
Traditional and Non Traditional Optimization Tools

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Certificate

Traditional and Non-Traditional Optimization Tools

The Traditional and Non-Traditional Optimization Tools training is designed to explain the optimization process and its principles in depth. You will study traditional optimization tools during this course, including their subgroups, namely - direct search and gradient search methods, steepest descent, random walk method, etc. You will become aware of the significance of optimization to develop the most efficient product at the lowest cost.

The Traditional and Non-Traditional Optimization Tools online program also provides insights into non-traditional tools of optimization such as the genetic algorithm (GA), particle swarm optimization, simulated annealing, etc. It is an eight-week-long course with 20 hours of video lectures, where these methods will be explained along with relevant numerical examples.

The Traditional and Non-Traditional Optimization Tools certification course teaches working principles of multi-objective optimization. These include goal programming, distance-based Pareto-GA, weighted sum approach, and more. You will also understand techniques to handle constraints, benefits, and drawbacks of GA. This elective course also provides a completion certificate when you fulfill certain criteria. 

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8 Weeks
Free
Skills Covered:
Knowledge of engineering
Advanced Algorithmic Trading and Portfolio Management

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Fundamental Algorithms Design and Analysis

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