Swayam Free Courses & Certifications

The innovation in robotics and applications has led to a rising stimulation of interest amongst teachers and students of engineering. IIT Roorkee and Swayam have created the Robotics and Control: Theory and Practice certification course to offer students the opportunity to learn more about this growing field and build a career in robotics research. You will learn about modelling, control and planning. 

The Robotics and Control: Theory and Practice syllabus by IIT Roorkee is taught over eight weeks. It is divided into two parts. The first part on fundamentals of robotics discusses topics like homogeneous transformations, DH algorithm, rotation. The second part on applications of robotics includes topics like exoskeleton and robotic needles. 

The Robotics and Control: Theory and Practice by Swayam is an eight-week course with verification from AICTE as an FDP course. IIT Roorkee’s top professors from the Departments of Mathematics and Electrical Engineering will be leading this online program. Candidates will receive eight graded assignments. In the end, there will be two exams for those who want to receive the certificate.

The Fuzzy Logic and Neural Networks certification is a multidisciplinary course which can be pursued by graduate or postgraduate students. Students who decide to pursue this course will get to know about fuzzy clustering, fuzzy reasoning, neural network, etc. The programme does not have any limitations regarding the admission process and can be joined by the interested students throughout the year without having to pay any amount. The course is provided as well as mentored by the Indian Institute of Technology, Kharagpur. The teachings of the course are in online mode throughout the Fuzzy Logic and Neural Networks certification syllabus of the course.

The Fuzzy Logic and Neural Networks programme is conducted by the platform of Swayam which is a government-initiated platform and gives free courses to all the students across the country. The duration which is needed to complete the course is 2 months. Candidates can learn from the programme as per their schedules since this is a self-paced course. The online training authorizes the students to be a certified user of the programme by obtaining the certificate through the mode of an exam fee followed by the offline exam. The Fuzzy Logic and Neural Networks online course also provides interactive sessions through case studies and discussions which can be done through the discussion groups created for the user of the course.

The Advanced Computer Architecture certification is offered under the Department of Computer Science and engineering. Swayam offers this program in association with IIT Guwahati. Participants who take admission in this course come to know about high-end microprocessors, cache memory, cache optimization using gem5, etc. The course does not ask the students to pay any fees to access the course. The Advanced Computer Architecture training given through this program is completely online and there is no requirement of attending the video sessions at any specific time. The video lectures can be joined by the students at any time. Similarly, candidates can leave the sessions too according to their requirements. 

Students also get the chance to acquire a verified certificate for the online course which can be availed by paying the registration amount as exam fees and qualifying for an in-person exam. The approximate time which will be taken by the mentor of the course to complete the Advanced Computer Architecture certification syllabus is 8 weeks. Students can also learn from the course on their own if they want to choose a longer period of time than 8 weeks. The program is available on the website throughout the year so that students can apply to the course whenever they feel the need. 

The key connection between the hardware of a device and the programmes that run on it is given by operating systems [OS]. This enables us to write programmes without thinking a lot about hardware. It also guarantees that the resources of the computer, such as its CPU, memory and hard disc are used sufficiently. In this programme, it is concentrated on how the OS is able to do all this effectively. For candidates with previous computer organisational experience, this is an introductory programme. The Introduction to Operating Systems programme will focus on an OS called xv6, which is similar to the Linux operating system in many aspects.

For the Introduction to Operating Systems programme, SWAYAM is not charging any learning fee. Candidates can learn the programme for free but to get a certificate they have to pay a fee. Candidates will get an e-certificate with the logos of NPTEL and IIT Madras.

The curriculum of the Introduction to Operating Systems programme is designed by experts of IIT Madras and it will be containing all necessary details for a candidate. The programme will be having 8 weeks of duration and candidates will be able to learn from any where.

The Introduction to Launch Vehicle Analysis and Design certification course is an AICTE approved course which is available on the website at zero cost. The course deals with the topics of aerospace engineering which includes launch vehicles that are used in space for transporting objects. Participants will get deep knowledge and information on the topic as each topic is discussed separately with examples and activities throughout the Introduction to Launch Vehicle Analysis and Design certification syllabus. The course is available throughout the year in the online mode for the students. The course takes 8 weeks to get completed, however,  candidates will get access to the program after the mentioned time. 

Candidates get to be certified participants in the Introduction to Launch Vehicle Analysis and Design training. The certificate can be achieved through the registration fees for the exam and a qualified proctored exam. Students can learn from the program according to their conditions. Students do not have to meet any deadlines or requirements for this course and can study from the program without any limitations. The Introduction to Launch Vehicle Analysis and Design online course not only includes lectures but also provides discussion groups, tests, quizzes, etc. for a better understanding of the subject to the students. This is self-paced training and students are allowed to learn from the provided notes whenever they require.

This Econometric Modelling online course offered by Swayam is intended to introduce students to the fundamental ideas of econometrics. The fundamental material, on the other hand, makes an attempt to address certain aspects of time series analysis.

Econometric Modelling training is designed to be largely theoretical in nature, with the goal of providing knowledge of the mechanisms, economics and mathematics underlying the tools and approaches employed. The ideas will be shown using examples, primarily in MS Excel.

The Econometric Modelling syllabus will provide students with a solid theoretical foundation that will allow them to better comprehend the application of various methodologies and instruments in diverse economic scenarios or contexts.

Design is an emerging discipline that has gained recognition in the last two decades. It is the study of the transformation of utilitarian products to fit the needs of a service or system. It bridges the gap between technology and the needs behind using said technology. Design Practice programme is an online postgraduate beginner course that will dive into the various concepts of product design. 

Design Practice certification is an industry-supported course that will be ideal for faculty and students studying mechanical engineering and product design. It is an elective course of eight weeks, where participants will be provided with assignments and video lectures to help them capture the maximum benefit this course has to offer. 

Design Practice course syllabus has been designed by IIT Kanpur in association with NPTEL. The course will be taught by Professor Shantanu Bhattacharya of IIT Kanpur. This is a free audit programme that offers certification to interested candidates who qualify for eligibility.

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.

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.

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. 

The SWAYAM, an initiative by the Government of India, is a platform developed by the Ministry of Human Resource Development (MHRD), NPTEL and IIT Madras assisted by Google Inc. and Persistent Systems Ltd. is a Government initiative. The prime focus of this programme is to avail specialized and practice-based learning to all the people, including the underprivileged through the digital revolution.

The Introduction to R Software programme by SWAYAM is prepared to form an essential foundation of R software. There is no worry about the cost aspect of this software because it can be used free of cost. R has its own programming language that is very strong in nature, making it capable of performing the computations, simulations, data analysis and manipulations of mathematical and statistical tasks. The Government certification provided at the end of this course is valid in all industries involved in the field of mathematical and statistical computations, programming and simulations making it professionally beneficial.

The teaching methods are really interactive and the execution of all the commands is explained using slides, which ensures practice-based learning, contains on point audio/video modules and weekly assignments for effective learning. In the present scenario of software and programming, the learning of R software is highly recommended.

The Introduction To Haskell Programming online course is offered by Swayam, an initiative by the Ministry of Education. Functional programming is an elegant, powerful and succinct programming model. This Introduction To Haskell Programming training approach promotes breaking down programming tasks into logical pieces that can be readily converted into provably accurate code. Introduction To Haskell Programming syllabus combines the greatest aspects of functional programming which is rapidly being utilized by Haskell language professionals in the industry, both for quick prototyping and for practical deployment.

The Introduction To Programming In C certification course is offered in a fully online mode by Swayam for a period of 8 weeks. The introduction to c++course also has NPTEL, and the Indian Institute of Technology, Kanpur that support Swayam in providing the learnings. Professor Satyadev Nandakumar of IIT Kanpur leads this course successfully.

The Introduction To Programming In C training admission is taken without any prior programming experience or background. Only a maturity in maths at the graduation second-year level of a science or engineering background is expected for a proper understanding of this course. The introduction to c language course emphasizes solving problems by using languages, and standard introductory techniques like iteration, alternation, and recursion.

The Supply Chain Analytics certification course proves exceptionally beneficial in the current era of supreme global competition. The course throws light on the crucial aspects that will enable students to understand how to bring better quality and service at lower prices and increase customer demand. This program falls under the shared domain of management studies and operations. 

The Supply Chain Analytics certification syllabus perfectly suits the academic requirements of both undergraduate and postgraduate students. Moreover, this FDP course has also been approved by the AICTE. Professor Rajat Agrawal, an associate professor of the Department of Management Studies at IIT Roorkee, offers the course training. He has guided thirteen Ph.D. thesis papers related to operations and has also published several international journal articles. 

The Supply Chain Analytics online program is scheduled for eight weeks and makes sure that the curriculum is comprehensively covered. Students are presented with the opportunity to utilize analytics to bring greater functionality to the supply chains. 

The Design, Technology, and Innovation online course is an eight-week-long program created by the Indian Institute of Technology, Bombay's IDC School of Design. The course sheds light on how innovation links together various sectors, including technology, management, design and humanities. You will gain insightful information about innovation through theoretical concepts, case studies and real-world examples.

Several well-renowned scholars from multiple departments are a part of this course. They will impart practical knowledge through their own research-to-information journey and how it benefited society as a whole.

The Design, Technology and Innovation certification course will walk you through the entire innovation process. You will learn essential topics like innovation methodology, pitfalls of innovation, collaborative innovation model, the transformation of research into innovation and its stages, etc. The course is sure to spark curiosity and encourage you to innovate in your work field.

Ethnography, one of the most interesting forms of qualitative research, has gained popularity in academics and other areas in the last decade. The Understanding Ethnography online program aims to help you explore the uses of ethnography in several practice-based disciplines such as management, engineering, design, and social work. You will be acquainted with many tools and techniques of ethnographic practice.

Understanding Ethnography certification course also discusses the debates and theories of ethnographic research. The concepts taught in the course are based on real-world examples and case studies. During the course duration, many experts from numerous fields will share their unique experiences of research. So, you will get an enhanced perspective of various dimensions of ethnographic practice.

The Understanding Ethnography program throws light on the application of the ethnographic approach in multiple areas like education, craft, and product design, and film-making. You will learn how this approach enables you to gain knowledge from phenomena, people, and places that focus on study.

The Employment Communication A Lab-Based Course training aims to provide aspiring workplace professionals with a finishing school to prepare themselves aptly. This core curriculum focuses on undergraduate students who are about to become employees. The training strives to equip them with all the necessary skills and techniques to ace the three-stage Employment Communication process. 

These three include CV writing, where candidates will learn about drafting compelling CVs to capture the recruiter’s attention. Secondly is group discussion (GD), where students will learn about the fundamental strategies to ace GD and showcase excellent team-working. The third is the interview questions. Learners will undertake a lucid lecture on tackling interview-round problems and participate in personal interview (PI) sessions for real-time practice, eliminating the fear factor. 

IIT Kharagpur and Swayam have jointly created the Employment Communication A Lab-Based Course certification syllabus, that falls under the ‘Humanities and Social Sciences purview. This eight-week curriculum also features industry-recognition amongst several companies, assisting learners seeking employment in such sectors. Interested students can also acquire the Employment Communication A Lab-Based Course certificate by fulfilling its criteria and clearing Swayam’s term-end examination.

The Introduction to Modern Indian Drama training is an online programme that provides all its learnings at zero cost. Candidates who enrol for this programme get to know about the historical theatre practices, political issues, and its development with the passage of time. The course provides a postgraduate level of training to the students and is provided by the Indian Institute of Technology, Guwahati. The Introduction to Modern Indian Drama certification course does not have any time limits and can be joined by students as per their convenient time slot. The programme will be delivered via online mode wherein the candidates will be given activities such as assignments, tests, debates, etc.

Candidates can pursue this programme as per their available time slot to complete Introduction to Modern Indian Drama certification syllabus but the mentor or guide will be able to complete the same in only 8 weeks. The platform does not demand any extra payment in order to gain extra access to the course. Candidates will be able to achieve a certificate for the course if they wish to do so. The Introduction to Modern Indian Drama programme needs the candidate to go through the payment of the exam fees and an offline examination to be able to get certified for the course. This is a self paced course and can be accessed when the duration of the course has expired and students can learn from the programme on their own.

Data mining is the study of algorithms. It finds patterns in large data sets. It is an interdisciplinary subject that involves machine learning, algorithms, and databases. The Data Mining program will provide a comprehensive and holistic view about this integral subject of modern industry. 

Participants of the course will learn about basic algorithms like classification, data pre-processing, visualization, association rules, and sequence mining. With regular assignments and case studies, participants are offered a well-rounded understanding of the subject of this course. 

Data Mining is an eight-week program presented on the online learning platform Swayam. The course syllabus is designed by the Indian Institute of Technology, Kharagpur Professor Pabitra Mitra will be teaching this course. It is an undergraduate course in the field of computer science and engineering. Candidates can also opt for certification, for which they will have to sit for an offline exam.

The Financial Accounting online course offered by Swayam. This course covers the fundamentals of financial reporting and accounting. This course was created with the goal to assist students in becoming savvy users of accounting data. The Financial Accounting training teaches about the fundamentals of finance and accounting. Candidates will learn to recognize how events impact the company's value. The program trains students to recognize the methods used to record financial transactions and makes the participants feel at ease when reviewing financial statements. The Financial Accounting syllabus provides candidates with the ability to evaluate company performance using financial data.

The Biostatistics and Design of Experiments programme is an 8-week elective programme. The course is curated by IIT Madras and is offered at the UG and PG level. The programme falls under the category of Biological Sciences and Bioengineering. It is AITCE approved FDP course with plenty of industry support from particular Biotechnology, biopharma and agriculture companies. 

Professor Mukesh Doble teaches the Biostatistics and Design of Experiments course by Swayam. It is focussed on the various applications of statistics in pharmacy, medicine and a number of other topics in Biology. The course syllabus covers some essential topics in Statistics such as sampling and distribution of data, regression analysis, tests of significance, design of experiments, etc. 

The Biostatistics and Design of Experiments training is relevant for all students pursuing either a UG/PG degree in Biotechnology or its allied fields. The course lectures are provided online via video tutorials, and internal assignments are also offered for self-assessment. If the candidate wants to get certified, they can also sit for the certification examination at the end of the course.

Handling Large-Scale Unit Level Data Using STATA certification course has been designed with the objective of giving the candidates the exposure on various techniques used in complex database analysis. The different software has been covered so that the candidates do not have any issue in understanding them.

The module has been designed with the objective of covering all the basic forms of data. The candidates will have the opportunity of working on the real life data, so they know how to handle the data in various industries. The candidates can reach out to the experts for any kind of assistance during the course.

The Handling Large-Scale Unit Level Data Using STATA online course also offers certification for the candidates taking the end term exam. The learning process will be based on the basis of real implementations. Both quantitative as well as qualitative analysis has been covered for a better enhancement of the skills of aspirants.

Descriptive statistics extracts the information hidden under any data. In the Descriptive Statistics with R Software programme, you will learn about descriptive statistics' various tools. You will be using the open-source R software to learn these tools based on mathematical and statistical functions. This course has been designed for undergraduate students studying mathematics and science or humanities students with a background in statistics. If you are a professional working in analytics, you will find this course useful.

Descriptive Statistics with R Software certification is an online course of eight-week duration in Mathematics. It is an elective undergraduate/postgraduate course taught by the faculty of IIT Kanpur and NIT Sikkim. There will be assignments and practical usage of the software to break the monotony of theoretical lectures. All the course material will be available for free on the online learning portal Swayam.

Descriptive Statistics with R Software also offers certification. For this, you must submit all assignments and appear for an offline exam that is conducted after the course conclusion.

The Indian Institute of Technology, Delhi, has developed the Statistical Inference program, an online course under the mathematics course category. The instructors teach this core course at an undergraduate and postgraduate level. The eight-week FDP training is approved by AICTE and permits credit transfer as well.

During the Statistical Inference training, candidates will learn about the fundamental knowledge related to statistical inference and probability. The course aims at providing in-depth information about the theory of estimation and testing hypotheses. Candidates will learn the course content through the theoretical and practical aspects by solving complex problems.

The Statistical Inference online course is valuable for practitioners or students in statistics at a UG or PG level. The training will act as a foundation course for the students working on areas related to machine learning. Candidates need to have a general knowledge of probability, data collection, and descriptive statistics to understand the content without any difficulty.

This is an online course on Advanced Textile Printing Technology by Swayam for candidates who have prior knowledge of dyeing and printing. The course offers various topics for a better understanding of textile printing technology to the participants. The course will cover the mechanism of sublimation transfer with the free path length and along with this, the course covers the topics like fundamentals conventional printing with complexities and limitations.

The Advanced Textile Printing Technology Certification course will provide the candidate with an E-certificate by the end of the course which will be having the logo of NPTEL and IIT Madras. The instructor in this course will be a well-experienced faculty member of IIT Delhi Professor Kushal Sen from the department of textile technology to guide the students during the course duration of the 8 weeks. 

Advanced Textile Printing Technology Training course will offer the candidate a self-paced online learning program and the course is free of cost as the swayam is the Indian government initiated online learning program for the better understanding of the candidate with no fee charges.

The Testing of Functional and Technical Textiles certification course is a significant phase during the selection of textile materials, and it helps students assess their performance characteristics. It explains to students how testing is crucial while ensuring that the customer specifications are met. 

The Testing of Functional and Technical Textiles online program is spread over eight weeks and falls under the broad domain of textile engineering. Swayam offers this online course at both the postgraduate and undergraduate levels. Moreover, the curriculum covers all topics ranging from geotextile testing to ballistic protective textile testing and has also been approved by the AICTE. 

The Testing of Functional and Technical Textiles certification training is offered by Professor Apurba Das. He is presently working as a professor in the Department of Textile Technology at IIT Delhi. Thus, the students can be assured of being trained by the best in the field.

The Corporate social responsibility online course by Swayam provides learners with an overview of the subject of Corporate Social Responsibility. The program begins with a review of the history of Corporate Social Responsibility activities and progresses through the CSR cycle in profit-making businesses' planning, implementation, assessment, and development. The Corporate social responsibility training closes with a discussion of how the area of corporate social responsibility is expected to grow in the future.

The ‘Ethics in Engineering Practice’ online certification program is a massive online course for engineering students/aspirants. In this course, the students learn how engineering serves as a tool for the good of the public. The engineers can do this by earnestly adhering to the codes of conduct set down in the ethics (ensuring the health, safety, and welfare of the public.) 

The course raises questions such as: Who is the public? Whether the future generations are included? What technical and managerial responsibilities can engineers take on? What risks can they take? Responsibilities towards the community, environment, etc. The candidates confront the moral issues that organizations, individuals face in engineering. (character, important policies, relations ships between people, etc.) 

The ‘Ethics in Engineering Practice’ online certification program lasts for eight weeks. The candidates will learn through online lectures, books, videos, references, etc. After successful completion, the candidates gain digital certification. The elective course also offers credit points.

All India Council for Technical Education(AICTE) have approved this online course. The course provider Swayam provides this course on its platform. The instructor is Prof. Susmita Mukhopadhyay from the department of IIT Kharagpur. 

The Architectural Acoustics certification course consists of eight modules that are clubbed into three sub-sections. The first section focuses on an introduction to the course and sound physics; the second part teaches space acoustic design, while the third part covers the core aspects of environmental noise control-air and structure-borne.

Backed with models that can be used by Acoustical Consultancies and Architectural Designers for their induction programmes, the Architectural Acoustics course by Swayam is designed for a neutral audience. However, candidates are required to possess some knowledge of Architecture, Mathematics, and Physics to enrol in the course. 

Moreover, this eight-week core is an undergraduate-level course and falls under the category of Architecture and Planning. Prof. Sumana Gupta and Prof. Shankha Pratim Bhattacharya from IIT Kharagpur teach this online course. Besides, this course is free to learn from, with an option to appear for a proctored exam at designated centres for a nominal fee of Rs 1,000.