Swayam Free Courses & Certifications

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 Introduction to Uncertainty Analysis and Experimentation certification course will begin with fundamental subjects on the study of complexity and its applications and offer an outline of exploration. This course would learn from professional engineers, scholars, and engineering students at UG, PG, and Ph.D., from many disciplines. The course is divided into different segments as per the week's scheduled curriculum that will intellectually focus on every particular module and sub-chapter in a more comprehensive manner. 

The Introduction to Uncertainty Analysis and Experimentation training will be given more importance to promote analytical learning in the course. The subjects include the method of experimentation, measurement errors, measurement and outcome uncertainty, the transmission of uncertainty, pre-and post-test uncertainty analysis, set-up configuration uncertainty analysis, and regression and correlation. The approach would adopt the "performance test code" of ASME and the ISO "Guide to the expression of measurement uncertainty." The Introduction to Uncertainty Analysis and Experimentation certification will provide a brief structure of the field and each core segment that is essentially included in the particular major. A selection of practical applications and the use of national and international principles relating to engineering and research and their importance to education will be addressed in the programme.

Data analysis is very critical in biology and one of the key skills of biologists for academic research and industry. Data Analysis for Biologists can guide you on the possession of data analysis needed for biology practitioners. The online course is an 8-week long program. Data Analysis for Biologists Certification Course will walk you through the concepts of data analysis and its application in biology as well as the concepts of linear algebra, statistics, and the whatnot. 

Data Analysis for Biologists Certification is offered jointly by Swayam and IIT Guwahati which can be enrolled by the learners without paying any fee. However, the certificate of completion will be provided to those who sat for the exam by paying the fee. The course is meant for undergraduate and postgraduate level learners who are from the background of biology and biotechnology.

The Database Management System online course throws light on the backbone of all major applications used today, i.e. databases and their models, design paradigms, and structured query language (SQL), to name a few. Students get the opportunity to closely examine the file organizations, data structures, database designs, implementation, models, and more!

IIT Kharagpur has curated the Database Management System certification syllabus so that learners get familiarised with a wide array of concepts. These range from relational data models and SQL to entity-relationship modeling, database designs, and data normalization. Moreover, learners will also work on weekly assignments to explore query coding practices using MySQL or any other open platform. 

The Database Management System training is spread over eight weeks. Students will be undertaking this curriculum with Professor Partha Pratim Das and Professor Samiran Chattopadhyay as their instructors, who have years of academic teaching experience. With their combined professional expertise, students can be assured of being trained by some of the country’s best minds!

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.

Learning has taken various new forms and has been upgraded for online consumption in the past few years. This is where MOOCs come into play as they make learning more accessible and interactive for a wide range of aspiring students. 

Designing Learner-Centric MOOCs online program is a free elective course that aims to bring Massive Open Online Courses forward and explain how these courses can be designed to become more learner-friendly.

The Designing Learner-Centric MOOCs certification is a part of the multidisciplinary category and the Faculty domain for experienced categories. The course is aimed at teachers and MOOC creators to help them create effective learning environments for their students. 

The Designing Learner-Centric MOOCs certification syllabus consists of four modules that will be taught in a span of eight weeks using video lectures and regular assignments. You can also earn a certificate by sitting for the proctored exam and qualifying with a valid score. 

The Fundamental of Outcome-Based Curriculum in Engineering Education online programme is an eight-week-long course developed by the National Institute of Technical Teachers Training and Research, Bhopal. It is designed to provide in-depth knowledge of Outcome-Based Curriculum Development (OBCD). OBCD serves as the basis of Outcome-Based Education (OBE). This course lets you explore the curriculum development process in detail by discussing four distinctive elements of OBCD.

The four phases discussed in the Fundamental of Outcome-Based Curriculum in Engineering Education course by Swayam are curriculum designing, curriculum evaluation, curriculum planning and curriculum implementation. You will also study the foundational characteristics of Outcome-Based Teaching-Learning (OBTL). The course educator is professor Joshua Earnest of NITTTR, Bhopal.

The Fundamental of Outcome-Based Curriculum in Engineering Education certification programme uses numerous teaching methods, including PowerPoint presentations, examples, discussion forum,  learning activities, videos, doubt clearing sessions, etc. You will learn how to use Outcome-Based Assessment (OBA) in multiple situations like laboratory, industry, classroom and the field.

The Accreditation for Diploma Engineering certification course throws light on the procedures followed by institutions to get accredited and the NBA certification benefits. The course training is imparted through fourteen modules, NBA documents, eighty-nine video sessions, in-course assessments, and discussions that enhance learners' conceptual understanding. 

The Accreditation for Diploma Engineering course curriculum requires the students to devote forty hours to the programme. This elective course falls under the domain of teacher education and is scheduled for eight weeks. Comprehensive coverage of the curriculum ensures that the learners have a holistic understanding of the subject. 

Mr. Badrilal Gupta provides the Accreditation for Diploma Engineering online training. Professor, Department of Management at the National Institute of Technical Teachers Training and Research, Bhopal. He has over thirty-four years of experience in education, training, consultancy, extension, and research. 

The Accreditation for Undergraduate Engineering certification course takes learners through the complete process of accreditation and drives focus towards the intricacies of the outcome-based approach. It enables and equips the learners to obtain the certification successfully. It is an elective course and is scheduled for eight weeks. 

The Accreditation for Undergraduate Engineering course curriculum falls under the domain of teacher education. Moreover, its extensive coverage of concepts related to NBA accreditation for higher technical education ensures that the students have complete knowledge of the entire process. Everything is covered in training, from the attainment of POs, PSOs, and COs to applying for accreditation and visit. 

The Accreditation for Undergraduate Engineering online training is offered by eminent faculty from the NITTTR, Bhopal - Professor R.K. Dixit, with several years of teaching and training experience, candidates can be assured of being trained by the best professionals in the field. 

A capstone project enables an individual to design a problem, develop the solution, and tackle troubleshooting. It is an important milestone in any professional programme. The goal of the Capstone Project programme is to enable you to integrate theories, skills, and principles and encourage you to use them to solve real-world problems. While capstone projects come in various forms, this particular course will focus on various aspects of technology.

The curriculum of Capstone Project certification has been developed by the National Institute of Technical Teachers Training and Research or NITTTR, Kolkata. This massive open online course or MOOC has been approved by the All India Council for Technical Education (AICTE) as a faculty development programme or FDP. The course instructor will be Dr. Prasanta Sarkar, professor and head of the electrical engineering department at NITTTR, Kolkata.

Capstone Project is an eight-week online course in the Teacher Education category. It also offers certification if you pay the necessary fee, submit all assignments and appear for an offline exam at the end of the term. Otherwise, enrolment is free.

Learning resources are available in abundance on different levels and in several forms such as books, journals, social media, audio and visual materials, databases, newspapers, digital and printed archives, and more. However, it is crucial to manage and organise these learning resources through planning and technology. The Managing Learning Resources by Swayam aims to teach how to maximise the utilisation of resources using minimum investment. 

The Managing Learning Resources certification has been compiled by NITTTR Kolkata for the welfare of current and aspiring teachers. This eight-week course has been termed an FDP course and is approved by the AICTE for the online learning platform. After finishing this course that consists of eight modules, you will be eligible to write the proctored exam and earn a course certificate.

Besides, the Managing Learning Resources program is a self-paced online learning MOOC. Hence, you can learn at your own time and leisure and gain new skills and valuable knowledge.

Swayam has designed a unique programme centred on student evaluation and question paper authoring in association with NITTTR. Question Paper Authoring and Student Evaluation  helps teachers construct different assessment procedures and testing methods that provide better learning outcomes. The curriculum discusses assessment methods that can judge the students’ quantitative and qualitative performance and incorporate 360-degree feedback. 

The Question Paper Authoring and Student Evaluation syllabus includes assessment procedures, designing question papers, performance assessment, two-dimensional learning and more. The MOOC will help you learn through interactive methods and develop a deeper understanding of the concepts. The modules help in self-learning, and the internal assessment method of weekly assignments will test your progress during the course.

The Question Paper Authoring and Student Evaluation programme comes under the teacher education series and is a valuable course for teachers at different academic levels. If you wish to obtain the certificate, you can register for the certification exam and qualify for it.

Technical education has witnessed considerable growth in the last two decades. However, its quality faces criticism as the educational system’s various subcomponents, like the input, instructional procedures, curriculum,  resources, etc., require improvement. To introduce change in this system, systematic collection, analysis, and interpretation of data are crucial. This is where educational research comes into play, and the Research in Technical Education programme explains its numerous aspects.

The Research in Technical Education course by Swayam is an eight-week curriculum that helps teachers understand the essentials of teaching-learning and its relevant areas. The programme syllabus covers vital topics that will help you obtain the skills for defining and choosing research problems and describing research methodologies. You will be skilled in collecting data, formulating research proposals, and other critical activities.

Designed by the National Institute of Technical Teachers Training and Research, Chandigarh, the Research in Technical Education training is an AICTE-approved FDP. Upon satisfying all the eligibility conditions, you can also earn the verified e-certificates to display your acquired fluency in this domain and seek career opportunities.

Developed by NITTTR Chennai, the Integrating Educational Technology into Teaching program by Swayam focuses on the AICTE Technical Teacher Training module. This interactive MOOC will help you learn how technology is enhancing and transforming classroom instructions. Since incorporating technologies into classroom teaching is challenging, this curriculum provides all the critical learnings to help faculty members like you become fluent in technology-enabled learning.

The eight-week Integrating Educational Technology into Teaching training will also help you leverage your teaching skills and discover an ideal approach for your students, educational contexts, and yourself. The extensive syllabus will enable you to comprehend effective virtual teaching practices and progressively design your online learning activities. 

Furthermore, the Integrating Educational Technology into Teaching certification curriculum is a result of experts input, experiential sharing, and stakeholders interviewees. It also contains numerous case studies and examples, which will help you establish technology-enhanced instructions and what to address when you create these experiences. Upon fulfilling the required criteria, you can also obtain the course certificate.

Today, there are rapid changes in the world’s knowledge landscape. According to the National Education Policy 2020, an ideal educational institution is one where students feel cared for and welcome. Such an environment must provide stimulating and safe learning, diverse educational experiences, appropriate resources, and a robust physical infrastructure. Every educational institute must strive to attain these attributes for achieving NAAC’s accreditation, and the Quality Assurance through NAAC Accreditation Process program explains how to do that. 

The Quality Assurance through NAAC Accreditation Process certification syllabus covers essential topics to understand how accreditation and assessment are used as external quality assurance mechanisms for higher education. These topics include curricular aspects, learning resources, student progression, institutional best practices, etc. To learn these concepts in the best way possible, the curriculum offers leading experts’ demonstrations, discussions, and lectures, who work in coveted NAAC-accredited institutions.

The AICTE-approved Quality Assurance through NAAC Accreditation Process is an eight-week FDP (faculty development program). It belongs to the ‘Teacher Education’ domain and also offers verified e-certificates if you clear all the eligibility prerequisites. The curriculum is divided into 8 modules, and you can also access books and references for further reading. 

Understanding Disciplines and Subjects Course is one of the core courses provided by the Indira Gandhi National Open University in the teacher education programme. The 8-weeks long course, included in the B.Ed programme as per the NCTE Regulations, 2014, allows candidates to understand the factors affecting the formation of an academic discipline.

Understanding Disciplines and Subjects Certification by Swayam aims at helping candidates understand the concept of knowledge and the ways of identifying specific categories of knowledge. It will further deal with the categorization of academic disciplines with the use of a knowledge base. The course will help candidates excel in the sphere of teaching and academics.

The Understanding Disciplines and Subjects Training course would assist aspiring teachers to frame school subjects and curriculum using their detailed insight about different aspects of academic disciplinary knowledge. The course will ultimately help candidates to make their teaching-learning process multidisciplinary and trans-disciplinary.

The ‘Accreditation and Outcome-based Learning’ online certification course is designed for the students to learn about the effective methods of teaching and to gain insights to develop an outcome-oriented curriculum for learning. This free online certification course is provided by the education portal, Swayam along with the National Programme on Technology Enhanced Learning (NPTEL). The classes are scheduled to be conducted for eight weeks and this is an undergraduate-level course for any individual who is interested in knowing more about effective pedagogic strategies to fulfill the knowledge needs.

The course instructors for this elective course and multidisciplinary program are assistant professor S K. Das Mandal from the Indian Institute of Technology Kharagpur and Prof. Anup Kumar Ray. The students of this program are given academic and industrial training by professionals through hands-on methodologies that impart a theoretical and practical understanding of the concepts.

The ‘Accreditation and Outcome-based Learning’ online training helps students get a course certificate and two credit points after completion of the course.

English Literature of the Romantic Period, 1798-1832 online course is an elective programme that falls under the ‘Humanities and Social Sciences’ and ‘English Studies’ subject categories. The programme is a joint collaboration by the University of Hyderabad, Swayam’s learning platform, and NPTEL. Furthermore, this is an FDP training approved by the AICTE that focuses on students at both undergraduate and postgraduate levels. 

The English Literature of the Romantic Period, 1798-1832 certification syllabus will introduce you to the Romantic age of English Literature. The course explores various Romanticism elements that include socio-cultural backgrounds, politics, aesthetics, sentiment and ecology through different romantic prose. As the programme does not have any prerequisites, you don't require any previous knowledge of the subject matter to enrol. 

The English Literature of the Romantic Period online programme also provides an e-certificate to those who qualify for the final exam and fulfil all the eligibility requirements. As this is a free course by Swayam, you only have to pay the exam fee to gain the certification.

The Indian Business History online course covers the periods of Indian history from the 17th century to the 21st-century business economy developments. The evolutionary perspective of Indian business history will be covered. The nature of Indian business policies will be analyzed and its historical background will be shown to the candidates. India’s relations with foreign countries and how they shaped the Indian economy will also be analyzed. 

Students from diverse backgrounds can learn from this course. The program is a government initiative wherein the entire program can be completed in 8 weeks. The program is offered via Swayam. Being a free learning programme, the people from weaker sections can get benefitted from the programme. The Indian Business History certification can be shared via Facebook, Linkedin, and other methods. The certification can be shared to gain new professional networks. The certification will benefit research-based work needs, career growth and academic recognition.

Philosophical Foundations of Social Research program indulges in the nature of social science inquiry. The course covers many topics, such as the philosophy of science, ontology, epistemology, and applications in different areas. At the end of the course, participants will be familiar with the plurality of views in the intellectual community, applications of the philosophy of science in social sciences, analyze issues in social sciences, and practice scholarly discussions. 

Philosophical Foundations of Social Research certification is an elective course in humanities and social sciences with no enrolment fee or prerequisites. It is an online undergraduate/postgraduate course that any interested candidates can join. The course is the result of a collaboration between IIT Guwahati and NPTEL. This AICTE approved FDP course will be taught by professor Sambit Mallick. 

Philosophical Foundations of Social Research is an eight-week-long course with an e-certificate available for candidates. Participants will be given periodic assignments to evaluate their progress. A list of books is also available on the website for any additional studying.