1936 Courses and Certifications

Swayam Courses & Certifications 2025

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Python for Data Science

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Certificate

Python for Data Science

Data Science has enabled many industries and organisations to make better business decisions by providing useful insights and information. Hence, this exciting branch of science can be used to test new techniques, theories and models. Python for Data Science online programme is an undergraduate-level course that falls under Computer Science and Engineering, Artificial Intelligence and Data Science categories.

The Python for Data Science course curriculum has been curated by the prestigious IIT Madras faculty and delivered by Prof. Ragunathan Rengasamy. Also, the certification has been designed as a four-week-long course that will be divided into several modules. It will teach you the basics of the Python programming language and how it can be used to solve data science problems.

Furthermore, the course will equip you with skills to use Python and data science which are extremely important and valuable today. You will learn through video lectures and will be given regular weekly assignments during the tenure. When you finish all the modules in the Python for Data Science certification course, you further obtain a certificate by qualifying the eligibility criteria.

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4 Weeks
Free
Skills Covered:
Knowledge of Python Data science knowledge Knowledge of Numpy Visualisation skills
Fundamental Algorithms Design and Analysis

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Introduction to Parallel Programming in OpenMP

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Certificate

Introduction to Parallel Programming in OpenMP

The Introduction to Parallel Programming in OpenMP program's primary focus will be the shared memory programming paradigm. This course is available at the UG/PG level. The training has been designed for both computer science and non-computer science students interested in parallel programming. 

Learn to use parallel programming for the various Parallel/HPC applications in the Introduction to Parallel Programming in OpenMP online course. Throughout this online course, you will learn about core principles and programming concepts essential for developing scalable parallel applications. 

Besides, IIT Delhi has designed the Introduction to Parallel Programming in OpenMP syllabus while focussing on OpenMP and C programming applications. As such, this course is rife with programming assignments for practice. 

You will work on assignments like writing programs in C and OpenMP for multicore architectures for practical learning. The Introduction to Parallel Programming in OpenMP course also offers printable reading material, books & references, live sessions, and video lectures for an engaging learning experience.

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4 Weeks
Free
Skills Covered:
Programming skills
Cost Accounting

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Certificate

Cost Accounting

The ‘Cost Accounting’ online course is a study about the fundamentals of accounting and finance to learn and control costs we incur and enhance the efficiency of cost management. This online course also dwells on the concepts of decision-making as it provides effective information to make informed decisions. This online training program is provided by the free Swayam online education portal by the Government of India along with the National Programme on Technology Enhanced Learning (NPTEL). The course classes are conducted for four weeks.

The course instructor for this elective course is the academically and professionally trained, Dr. CA. Varadraj Bapat from the Indian Institute of Technology Mumbai. The students of this program are engaged with the financial concepts of costs, accounting, profit, budgets, and financial planning. 

The ‘Cost Accounting’ online training course equips students with the course certificate after completion of the course study and the certification exam according to the eligibility standards with the gain of academic course credit.

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4 Weeks
Free
Skills Covered:
Financial Management Financial knowledge Accounting proficiency Budget management Decision making skills
Innovation by Design

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Certificate

Innovation by Design

Understand what entails "innovation" and how it can solve specific problems and challenges in the Innovation by Design online course. This course will also touch upon how design plays a vital role in the innovation process, whether in the form of products, systems, or services.

By the end of the Innovation by Design syllabus, you will have covered the entire innovation journey as enabled by design, from conceiving a design idea to its final execution. And how the design solution can impact a large community of users positively.

In a span of four weeks, you will have video lectures from a top faculty of IIT Bombay, Prof. B. K. Chakravarthy. The Innovation by Design certification course will also focus on the seven concerns of innovation through various case studies.

You will understand how meticulous effort, empathy, effective collaboration, and constant user interaction are essential to the innovation process. So, by the Innovation by Design course end, you will have a sound knowledge of the design-based innovation process.

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4 Weeks
Free
Skills Covered:
Designing skills
Understanding Design

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Certificate

Understanding Design

Design is used to translate the ideas of an object to fulfill a functional need. The Understanding Design programme is an online course where you will be given a broad introduction to design. You will learn about how valuable and relevant design is in this society. The course will also explore the impact of design on the environment, industries, and society.  

The Understanding Design certification course is an online programme where you will gain access to case studies, assignments, and video lectures to understand the course material. There will be an optional exam at the end of the course for participants. You can take this exam and gain a verifiable e-certificate as proof of successful completion of the programme. 

Understanding Design online course is an undergraduate programme in design engineering. The faculty of IIT Bombay has designed the curriculum for this programme. Professor Nita Sabnani, IIT Bombay, is the primary instructor for this four-week online training. The programme also offers a list of books and references if you are interested in additional studying. 

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4 Weeks
Free
Skills Covered:
Designing skills
Gender justice and workplace security

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Certificate

Gender justice and workplace security

The ‘Gender justice and workplace security’ online course is organized to enable students to develop their understanding of aspects of gender justice such as gender equality and other significant laws that have been drafted over the years to support the position of women in society. This National Program for Technology Enhanced Learning(NPTEL) course is provided by Swayam and the course of study is designed to be completed in four weeks.

The course instructor for this elective course for the undergraduate level students is Prof. Dipa Dube from the Rajiv Gandhi School of Intellectual Property Law, at the Indian Institute of Technology Kharagpur. The students of this program will gain a comprehensive knowledge of gender-based concepts and theories in the context of a workplace.

The ‘Gender justice and workplace security’ online training program ensures the participants of the course with a course certificate and credit points after finishing the program with the assessments according to the qualifying criteria. This management studies program is approved by the All India Council for Technical Education(AICTE).

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4 Weeks
Free
Skills Covered:
Knowledge of law Knowledge of Sociology Knowledge of gender studies
C Programming and Assembly Language

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Certificate

C Programming and Assembly Language

The C Programming and Assembly Language certification is a 4 weeks programme designed for the students of engineering in the fields of electrical, and computer science by NPTEL and IIT Madras on the Swayam platform. The students of these fields work a lot on Microprocessors, and also in C programming but often their curriculum lacks these two topics. Hence this course was made to build a link between these two concepts.

C Programming and Assembly Language training are for establishing an understanding of how assembly language is translated for benefitting a microprocessor. The course uses different animations that show how C programming is executed based on the data, stack, and code segment of a microprocessor. Established as an FDP course sanctioned by the Government of India, under the computer science engineering category, candidates obtain course completion certificates as and when they attend final exams and secure passing marks.

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4 Weeks
Free
Skills Covered:
Programming skills
Cooperatives and Producer Companies

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Certificate

Cooperatives and Producer Companies

The Cooperatives and Producer Companies programme, as the name suggests, talks about cooperatives, also known as FPOs or Farmer Producer Organisations. Candidates will learn what cooperatives are, why they are needed, how they help small producers, and most importantly, how to set up a sustainable FPO and run it successfully.

The Cooperatives and Producer Companies online course combines theory with actual practise and experience of setting up such organisations in rural India. The curriculum of this course is based on empirical evidence collected from the field. It covers all the fundamental principles of the International Cooperative Alliance (ICA). It also covers the role played by NGOs and the challenges that they face.

The instructor for the Cooperatives and Producer Companies course by Swayam is Professor Trilochan Sastry, former Dean of IIM Bangalore. He did his B. Tech from IIT Delhi and his MBA from IIM Ahmedabad. The postgraduate training falls under the domain of management studies.

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4 Weeks
Skills Covered:
Marketing skills
Electronic Waste Management Issues and Challenges

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Certificate

Electronic Waste Management - Issues and Challenges

In today’s day and age, everyone owns certain essential electronic items like mobile phones, laptops, computers, iPads, smartwatches, etc. In India, there is a huge growth in the production of electronic waste, but no effective disposal methods exist. The course on Electronic Waste Management - Issues and Challenges by Swayam details the problem of e-waste and its disposal. 

The Electronic Waste Management - Issues and Challenges syllabus is comprehensive and discusses every aspect of e-waste management, especially in India. Candidates will study the current scenario of e-waste management, the role of stakeholders, risk assessment of disposing of e-waste in air, soil, and water, and the e-waste laws in India and the world. 

Candidates can join the Electronic Waste Management - Issues and Challenges training for free and learn from top instructors in this short-term program. A paid course certificate is also available for those who want to avail of it. IIT Kharagpur has designed this postgraduate level course. 

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4 Weeks
Free
Skills Covered:
Waste Management Skills
Technology Forecasting for Strategic Decision Making-an Introduction

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IIT Madras (IITM) , EM Strasbourg Business School, Strasbourg via Swayam
Certificate

Technology Forecasting for strategic decision making - An Introduction

Technology Forecasting for strategic decision making - An Introduction programme is an introductory-level study. The course helps you make sound strategic decisions using technological forecasting. Using practical problems and case studies, you will learn about various technological forecasting methodologies and extrapolation techniques with S-curves.

Technology Forecasting for strategic decision making - An Introduction certification has been designed by professor Bala Ramadurai of IIT Madras and professor Dmitry Kucharavy of EM  Strasbourg Business School. The course uses a combination of video lectures, live sessions, case studies, assignments, and an exam to help motivate you and evaluate your progress. You need to have data management skills to extract maximum knowledge from this course.

Technology Forecasting for strategic decision making - An Introduction is a four-week course postgraduate course in Management Studies with the option of certification. The course material will be available on Swayam, the online learning platform. Technology Forecasting for strategic decision making is an AICTE approved Faculty Development Program course.

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4 Weeks
Free
Skills Covered:
Technology skills
Medical Image Analysis

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Certificate

Medical Image Analysis

4 Weeks
Free
Human Molecular Genetics

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Certificate

Human Molecular Genetics

Available at the UG/PG level, the Human Molecular Genetics programme on the Swayam portal provides an introductory understanding of genetic counselling and biomedical research. In just four weeks, you will cover the primary tools and techniques involved in genetic study.

The Human Molecular Genetics syllabus comprehensively touches upon the rapid advancements that define the human genome's role in understanding disease and health. Additionally, you will learn the core concepts of pedigree analysis, the inheritance of human traits, and chromosome organisation.

As the Human Molecular Genetics course progresses, you will become familiar with molecular biology tools for understanding gene structure, gene mapping, gene mutation, genome, and gene cloning strategies. The course concludes with an analysis of HapMap and the human genome project.

Besides, the Human Molecular Genetics certification course curriculum is rife with numerous learning aids. You will receive weekly lectures, books & references, and an online forum for discussions. If you meet the qualifying criteria, you can also obtain an e-certificate.

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4 Weeks
Free
Skills Covered:
Knowledge of genetics
Remote Sensing of Leaf Area Index and Primary Productivity

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Certificate

Remote Sensing of Leaf Area Index and Primary Productivity

Belonging to the multidisciplinary category, the Remote Sensing of Leaf Area Index and Primary Productivity certification has a course duration of a month. This course is the responsibility of the institutes of NPTEL and IIT Kharagpur together who have submitted this course for being conducted on the platform of Swayam. This course is free, and also online which exhibits the importance of leaf area index in ecological, physiological, and climatological studies.

The LAI or the Leaf Area Index is nothing but a response parameter catering to the process of photosynthesis that is directly related to light perception. The Remote Sensing of Leaf Area Index and Primary Productivity training gives a deep understanding of the primary productivity of the Leaf Area Index. This certification also makes it possible for the participants to know that LAI is nothing but a biophysical variable that is dimensionless and is calculated by taking into account the unit ground surface area. This programme mainly is thought of for engineering, and science students or professionals.

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4 Weeks
Free
Skills Covered:
Knowledge of Agricultural practices
Geotechnical Engineering Laboratory

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Certificate

Geotechnical Engineering Laboratory

Geotechnical Engineering Laboratory certification is a one-month online course in the category of civil engineering. This online certification course is available on Swayam but is the design of two institutions namely NPTEL and IIT Bombay. The end certificate also possesses the logos of the aforesaid institutions for proving its authenticity factor. With this course, participants will be able to focus on learning the different tests used for testing soils.

Geotechnical Engineering Laboratory training is for performing experiments of testing soils that are presented with a small introduction that covers all the important details, and aspects of the conducted experiments. It also showcases the purpose, and theory along with the explanation of what apparatus, specimen calculations, or procedure is required to perform a certain experiment. This course easily allows the applicants to conduct experiments and then compare the results of these. All in all, the course certificate gets accepted in multinational companies like Larsen & Turbo, Simplex Infrastructure, and more.

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4 Weeks
Free
Skills Covered:
Knowledge of Geology
Certificate

Modern Indian Art from the Colonial Period to the Present

The course in Modern Indian Art from the Colonial Period to the Present by Swayam delves into the socio-political, aesthetic, and cultural factors that have shaped the history of Indian art movements. Beginning from the colonial period, it traces the evolution of Indian art forms as a function of external and internal factors, such as shifts in patronage from kings to the erstwhile colonial rulers. 

The Modern Indian Art from the Colonial Period to the Present course is designed to look at vital moments in Indian history and correlate them with changing art styles. It also highlights how the art style changed from nationalistic to individualistic. The candidates will get to study the significant Indian artists, their works of art, and how they influenced the movement.

The Course in Modern Indian Art from the Colonial Period to the Present encourages art appreciation amongst the candidates and teaches them how to critique art forms. It is a 4-week long programme, offered by the expert faculty from Visva Bharati University, Santiniketan. 

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4 Weeks
Free
Skills Covered:
Knowledge of history
Introduction to History of Architecture in India

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Certificate

Introduction to History of Architecture in India

The Introduction to History of Architecture in India program will help you understand architectural works as material expressions of societies, polities, and aspirations of a region. The course also provides a broad perspective on India's five thousand years of rich architectural history.

Moreover, the Introduction to History of Architecture in India course by Swayam is available at the UG level. In just four weeks, you will have acquired knowledge of the various cultural, artisanal, technological, and philosophical processes of every period and place of architecture in India. 

Core topics covered in the Introduction to History of Architecture in India syllabus include Cave & Wooden architecture, Islamic architecture, Sultanate architecture, Medieval temples, Mughals and Rajputs, Neoclassical architecture, and more. 

As such, you will study the complete history of architecture in India, starting from the Bronze Age through the Vedic Culture period, early Buddhist period, early modernity in architecture, and colonial buildings. Finally, the Introduction to History of Architecture in India online course will culminate on the architecture from the Republic of India.

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4 Weeks
Free
Skills Covered:
Knowledge of history
Postcolonial Literature

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Certificate

Postcolonial Literature

The Postcolonial Literature online programme is a free elective course offered by Swayam in partnership with IIT Kanpur. The course is aimed towards postgraduate English literature students from any college or university. The robust course syllabus involves various crucial literary texts that emerged in the 1980s by significant writers such as Raja Rao, Chinua Achebe, Joseph Conrad, Jhumpa Lahiri and some literary critics.

Furthermore, the Postcolonial Literature certification falls under the English studies and Humanities and Social Sciences categories. The elective course will run for four weeks and help you navigate some complex concepts and theories that are a part of postcolonial literature. Also, the programme is curated by IIT Kanpur and is delivered by its department of English Literature.

At the end of the Postcolonial Literature certification course, you will have a thorough understanding of postcolonial studies and the rich texts that left their literary imprints on the history of world literature.

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4 Weeks
Free
Skills Covered:
Knowledge of history
Systems and Usable Security

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Certificate

Systems and Usable Security

4 Weeks
Free
Water, Society and Sustainability

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Certificate

Water, Society and Sustainability

Water, Society, and Sustainability certification is a course for one month that is held directly using the Swayam platform. The course curriculum is designed by the 2 institutions NPTEL and IIT Kharagpur to help understand the global water scenario. The world consists of a number of people who do not have access to safe and clean water. Candidates will learn about certain lessons from small-scale community water conservation practices. 

Water, Society, and Sustainability training for the course exhibits all the characteristics across technology, water, society, and science The course is located at the intersections across the water, technology, science, and society towards a sustainable future. The context is important for understanding and addressing the need for water beyond the technical, and physical attributes of the water shapes designed by the society. Also, the students will be understanding the challenges associated with water like availability, severe drought, or floods. The certificate that is showered at the end of the course modules, assignments and an examination will be supported across different commerce industries.

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4 Weeks
Free
Skills Covered:
Civil Engineering skills
Leadership

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Certificate

Leadership

4 Weeks
Free
Effective Engineering Teaching in Practice

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Certificate

Effective Engineering Teaching in Practice

Teaching is one of the faculties that has been around since the dawn of time, but we have still not perfected this skill. In modern-day Indian institutions, the assumption is that if a person knows enough about the subject, they will be able to impart it to other students. However, more often than not, this leads to an unpleasant classroom experience. Effective Engineering Teaching in Practice online course aims to bridge this gap between knowledge possession and impart it. 

In the Effective Engineering Teaching in Practice training, candidates will understand the learning process's essentials and how to put the learner at the center. Concerning this, they will train in various methodologies and strategies to improve their teaching process. Thus, newly joined and experienced teachers can benefit from this course. 

Three distinguished faculty members from IIT Madras are the program instructors for this course and have designed the Effective Engineering Teaching in Practice syllabus to fit an engineering teacher’s context. This MOOC is available for free enrolment on Swayam, and it has no prerequisites. 

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4 Weeks
Free
Skills Covered:
Teaching skills
Certificate

Guidance and Counselling

The Guidance and Counselling certification course is offered by the National Institute of Technical Teachers Training and Research, Chennai. It ensures that teachers have a much broader scope in assisting students while making important educational and vocational choices. The course is scheduled for a duration of four weeks and is a teacher education course.

The Guidance and Counselling course curriculum extensively covers all the topics related to assessment techniques in guidance and counselling. Moreover, this course forms one of the most important and integral parts of our educational system as it allows for the overall development of the students.

The Guidance and Counselling online training is offered by Dr. R Rajendran. He is currently working as the Professor and Head at the Centre for Education Management and Applied Psychology at the NITTTR, Chennai. Given his vast experience in guiding teachers, students, and institutions, learners can be sure of being trained by one of the country's best minds.

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4 Weeks
Free
Skills Covered:
Knowledge of Psychology
ICT in Teaching and Learning

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Certificate

ICT in Teaching and Learning

The ICT in Teaching and Learning certification course is offered by the National Institute of Technical Teachers Training and Research, Bhopal. The curriculum is spread over four weeks and has been approved by the AICTE. The training course aims to enhance the capacity of aspiring and in-service teachers, thereby facilitating the transformation in educational culture and the teaching, learning systems of institutions.

 The ICT in Teaching and Learning course curriculum has been carefully curated so that teachers can make the most of the training. It extensively covers all the topics ranging from the roles and functions of e-tutors to the integration of SPOC, MOOC and M-Learning in teaching and learning.

The ICT in Teaching and Learning online training is offered by Dr K. James Mathai. He is currently working as an associate professor at the NITTTR, Bhopal. He has over 37 years of academic teaching experience, and learners can thus be assured of being trained by one of the best in the field.

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4 Weeks
Free
Skills Covered:
Pedagogy skills Teaching skills
Certificate

Learning Management System _ MOODLE

The LMS through Moodle certification course is perfect for learners interested in utilising the system to enable structured delivery and management of instructional resources and assessments. Moreover, the Learning Management System (LMS) can also be used to track the progress of learners and provide information regarding the teaching-learning process to the management.

The LMS through Moodle online training is scheduled for four weeks and is a training programme for teachers. AICTE has also approved this FDP course. The course throws light on utilising LMS through Modular Object-Oriented Dynamic Learning Environment (MOODLE), an online platform specifically designed to achieve the objectives of learning and teaching programmes.

The LMS through Moodle course curriculum extensively covers all the necessary concepts that help teachers administer quizzes, quickly grade assignments, host online discussions, share resources, and much more! Learners can access, understand, and benefit from the complete demonstration of MOODLE LMS application through this training programme.

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4 Weeks
Free
Skills Covered:
Pedagogy skills
Certificate

OER & Open Education Practices

OER are basically openly licensed educational materials available online. The OER & Open Education Practices certification course has been designed with the objective to offer teachers the aid of freely available instructional materials. These materials can offer greater flexibility for teachers and give them the opportunity of sharing, using and reusing the knowledge.

The OER & Open Education Practices online training is conducted by the National Institute of Technical Teachers Training and Research, Chennai. The course schedule extends for four weeks and comes under the category of Teacher education. Learners who sign up for the accreditation can also receive an e-certificate containing their name, photograph, final percentage obtained, roll number, and logos of MHRD, SWAYAM and NITTTR.

The OER & Open Education Practices certification curriculum covers a wide range of concepts related to Open Education Practices and Open Educational Resources, ranging from the advantages and disadvantages of OER to the design, development and publishing of OER.

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4 Weeks
Free
Skills Covered:
Teaching skills
Advanced Instructional Methods

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Certificate

Advanced Instructional Methods

The ‘Advanced Instructional Methods’ online course is a study of the advanced-level techniques and strategies of teaching and instruction that aid in active learning. This online certification course is provided by the Swayam online free education portal in association with the National Institute of Technical Teachers’ Training and Research, Bhopal. The students are enabled to learn about student-centered learning methodologies that include collaborative techniques. 

This is an elective course that comes under the domain of teacher education and the course classes are conducted for four weeks.

The program coordinators and faculty of this certification course are associate professors at NITTTR, Mrs. Asmita A.  Khajanchee, Dr. Sharad K. Pradhan, Dr. K James Mathai, Dr. B. L. Gupta, Dr. J.P. Tegar, and Dr. Sandip S. Kedar. The ‘Advanced Instructional Methods’ certification course enables students to gain two credits and a course completion certificate after finishing the course study and the assessments.

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4 Weeks
Free
Skills Covered:
Pedagogy skills Teaching skills
Accreditation of the Post Graduate Engineering Programme

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Certificate

Accreditation of the Post Graduate Engineering Programme

The ‘Accreditation of the Post Graduate Engineering Programme’ certification program is a study of the various standards and procedures involved in getting accreditation of the PG engineering programs by considering the quality improvement. This online free course is provided by the Swayam online portal in collaboration with the National Institute of Technical Teachers Training and Research (NITTTR). The duration of this certification course is estimated to be four weeks.

This elective course which comes under the category of teacher education enables students to gather valuable insights on the nuances associated with procedures, benefits, differences in approval and accreditation, and several other concepts. The program coordinators and instructors for this faculty development program are Prof. D. Singh Karaulia of NITTTR.

The ‘Accreditation of the Post Graduate Engineering Programme’ online certification course helps in upskilling our knowledge and getting an E-certificate after completion of the proctored exam. 

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4 Weeks
Free
Skills Covered:
Quality control Pedagogy skills
Basic Instructional Methods

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Certificate

Basic Instructional Methods

The ‘Basic Instructional Methods’ online course is a study focussed on developing the understanding of the process of teaching and learning through innovative pedagogical approaches with the knowledge of the challenges in the methods to facilitate learning. This course is provided by the free online education portal Swayam in association with the National Institute of Technical Teachers’ Training and Research, Bhopal. This elective course that is part of the teacher education domain is conducted for a period of four weeks. 

The curriculum is created with innovative concepts and principles to facilitate the pre-determined outcomes. The students are made to learn through course videos, lectures, discussions, and assessments. The ‘Basic Instructional Methods’ online certification course enables students to receive e-certificates after completion of the course study and the final exam. The candidates of this online training program are given the opportunity to explore the innovative methods of teaching and learning while also gaining academic credits after course completion.

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4 Weeks
Free
Skills Covered:
Pedagogy skills Teaching skills
Certificate

Learning Management System - January, 2022

The ‘Learning Management System’ online course is designed to enable the students and individuals to learn about the teaching and learning systems in the online mode. This course focuses on developing study materials along with the management of their storage and retrieval. This online certification program is provided by the Swayam online education portal and the National Institute of Technical Teachers Training and Research(NITTTR). Online learning in this course is aided by classes through video lectures, books, and reference materials for a period of four weeks. 

The course instructor for this program is Dr. Ranjan Dasgupta, who is a professor in the department of computer science and engineering at NITTTR, Kolkata. The candidates of this program are given theoretical and practical insights on the various aspects and technological standards associated with LMS.

The ‘Learning Management System’ online training equips the students with the course certificate and academic credit points after completing the course study. This course belonging to the category of teacher education delivers skills and knowledge for the web-based teaching-learning system.

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4 Weeks
Free
Skills Covered:
Teaching skills Pedagogy skills Content Management skills Social media skills Web application development skills

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