Page 3 - NPTEL Courses & Certifications 2026 - Free & Paid Online NPTEL Courses

Offered by

IIT Guwahati (IITG) via Swayam +1

Certificate

Introduction to Modern Indian Political Thought

Modern Indian political thought is an intriguing topic of academic discussions and arguments. The Introduction to Modern Indian Political Thought program by SWAYAM is a 12-week-long course that aims to teach the concepts related to Indian politics and its society as a whole. Learners will analyze numerous opinions and sets of intellectual conventions in modern India that continue to resonate in our contemporary politics.

The Introduction to Modern Indian Political Thought certification course is crafted by the Indian Institute of Technology, Guwahati. It acquaints the students to some of the most influential Indian thinkers. Also, candidates will understand how their ideas and vision helped define the political and social landscape of modern India, with the help of Professor Mithilesh Kumar Jha.

The Introduction to Modern Indian Political Thought training also discusses some of today’s political challenges, including democracy, nationalism, caste, secularism, and cosmopolitanism. This elective course also provides an e-certificate when candidates undertake SWAYAM’s test and fulfill the specific eligibility criteria.

12 Weeks

₹ Free

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Skills Covered:

Knowledge of political science

Offered by

IIT Madras (IITM) via Swayam +1

Certificate

Introduction to Political Ideologies: Contexts, Ideas, and Practices

The Introduction to Political Ideologies: Contexts, Ideas, and Practices online course is designed to teach how political membership, human action, ideas of state, and human nature are rooted in political events and activities. The esteemed Indian Institute of Technology, Madras has put together this program. It is also an FDP course approved by the AICTE.

The Introduction to Political Ideologies certification course also enables learners to form reasoned judgments about political incidents and events. A wide range of ideas and contexts will be discussed throughout the course. These include Marxism, Fascism, Ecologism, Liberalism, Nationalism, and more.

The Introduction to Political Ideologies: Contexts, Ideas, and Practices program by SWAYAM is a 12-week-long online course that delivers knowledge through theories and practical examples. The students will deeply understand the political ideologies in the light of recent or current events like social developments, court rulings, or significant policies. The training is provided at the postgraduate/undergraduate study level.

12 Weeks

₹ Free

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Skills Covered:

Knowledge of political science

Offered by

IIT Madras (IITM) via Swayam +1

Certificate

Modern Indian Writing in Translation

The Modern Indian Writing In Translation online course belongs to the Department of Humanities and Social sciences and is suitable for undergraduates as well as postgraduate students. The programme covers the information regarding Indian literature, its history, works in different regional languages, modern aspects of Indian literature, etc. Candidates who pursue this course will get to know about modernism, literary traditions, regionalism, and many more relevant topics. The course is offered by IIT, Madras.

Candidates will be provided with reference for external reading and study material by the platform. Participants can appear for the Modern Indian Writing In Translation certification exam if they seek to achieve a certificate upon the completion of the programme. The exam will be conducted in offline mode by the creator of the course and students will have to register themselves for the same by paying the exam fees. Candidates are free to go for a detailed learning experience and take as much time as required to sufficiently complete the Modern Indian Writing In Translation certification syllabus. The course does not require any specific timetable and is a self-paced course. The online programme includes case studies, tests, assignments, discussions, and activities for students to get a better understanding of the topics.

12 Weeks

₹ Free

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Skills Covered:

Knowledge of history

Offered by

IIT Roorkee via Swayam +1

Certificate

International Trade - Theory and Empirics

The International Trade - Theory and Empirics certification course provide a theoretical and analytical framework to understand recent policy changes and trade strategies. The programme goes over a lot of empirical evidence, along with topics like the pure theory of trade, gains from trade, and the basis of trade. Various advanced-level ideas on trade barriers and strategies are also incorporated.

Moreover, the International Trade - Theory and Empirics programme syllabus discusses various aspects of trade protectionism in the context of the tariff, quota, and subsidies. The latest non-tariff measures such as SPSs and TBTs are also glossed over. AICTE has approved this programme as an FDP (Faculty Development Programme) course.

The International Trade - Theory and Empirics online training are instructed by Prof. Pratap C. Mohanty, who hails from the esteemed IIT Roorkee. He curates and teaches all the video lectures provided. Lastly, upon completion, you can earn an e-certificate from Swayam, provided that you have submitted all the assignments diligently and cleared the final exam.

12 Weeks

₹ Free

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Skills Covered:

Knowledge of Economics

Offered by

IIT Madras (IITM) via Swayam +1

Certificate

The Nineteenth - Century English Novel

Structured as a core course The Nineteenth-Century English Novel training will be providing comprehensive knowledge about nineteenth-century novel-writing techniques. The Nineteenth-Century English Novel certification syllabus will be introducing the registered student to the features of novel-writing in nineteenth-century Britain.

The Nineteenth-Century English Novel certification benefits the students by providing the students with a close study of the significant novels namely- Charles Dickens’ A Tale of Two Cities, Jane Austen’s Persuasion, and R.L.Stevenson A Strange Case of Dr. Jekyll and Mr. Hyd. Students after completing the online course on The Nineteenth-Century English Novel by Swayam the applicants will be able to understand the nature of the plots that are being used and they will also be learning about the complexities that very involved with respect to the relation in the cultural and social impulses of the nineteenth century period.

12 Weeks

₹ Free

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Skills Covered:

Knowledge of history

Offered by

IIT Guwahati (IITG) via Swayam +1

Certificate

Introduction to Western Political Thought

The ‘Introduction to Western Political Thought’ online course is an elective course provided on the Swayam online educational platform. This training program is developed and offered by the Indian Institute of Technology Guwahati in association with the National Program for Technology Enhanced Learning.

The western political thought course is instructed by Dr. Mithilesh Kumar Jha, from the department of humanities and social sciences in IIT Guwahati teaching political science. The course deals with the significant philosophers and their ideologies that influenced and shaped western political thought. The training is conducted for twelve weeks and is a part of the humanities and social sciences categorization. The ‘Introduction to Western Political Thought’ is a faculty development program approved by the All India Council for Technical Education. The students of this course will build a strong theoretical foundation of western political ideas and will gain three credit points after the course completion.

12 Weeks

₹ Free

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Skills Covered:

Knowledge of political science Knowledge of Sociology Knowledge of history

Offered by

IIT Kharagpur via Swayam +1

Certificate

Industrial Safety Engineering

The ‘Industrial Safety Engineering’ online course is a study about the different aspects and operations of safety involved in engineering systems in the industry. This training program is a National Program for Technology Enhanced Learning online course and is provided on the Swayam online education platform. The elective course for postgraduate level students is offered by the Indian Institute of Technology Kharagpur.

This faculty development program is conducted for twelve weeks for the students belonging to domains of engineering, science, and management. The course on engineering safety systems is approved by the All India Council for Technical Education.

The course educator for the ‘Industrial Safety Engineering’ online training is Dr. Jhareswar Maity, faculty from the department of industrial and systems engineering at IIT Kharagpur. The students in this online course can earn three credits after completion of the program and will receive the course completion certificate fulfilling the required mandates.

12 Weeks

₹ Free

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Skills Covered:

Mathematical skill Knowledge of engineering Knowledge of science Civil Engineering skills

Offered by

IIT Kharagpur via Swayam +1

Certificate

Introduction to Industry 4.0 and Industrial Internet of Things

Introduction to Industry 4.0 and Industrial Internet of Things program is the result of an initiative of the Ministry of Education, Government of India. It is an AICTE approved FDP course that focuses on how industrial processes have changed through the integration of modern technology. These modern technologies include sensors, computational processing, communication, machine learning, the internet of things data analytics, the industrial internet of things, and much more. the Introduction to Industry 4.0 and Industrial Internet of Things certification is designed by IIT Kharagpur, an esteemed institute of education. The educator of the course will be professor Sudhip Mishra, a highly reputed professor with numerous awards.

Introduction to Industry 4.0 and Industrial Internet of Things is an online course. Participants will be taught the syllabus for a duration of twelve weeks. Along with video lectures, the participants will also have case studies, periodic assignments, and a final exam to help them imbibe maximum information from the course.

12 Weeks

₹ Free

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Skills Covered:

Machine learning Data science knowledge Knowledge of cloud computing

Offered by

IIT Kharagpur via Swayam +1

Certificate

Immunology

The Immunology course is an online course being offered by Swayam. Swayam is an initiative of the Government of India to provide education to students who do not have the required resources. It intends to provide the resources to bridge the digital gap between the students.

This course by Swayam has been built to provide the learners with a broad introduction of the fundamentals of Immunology. Participants of the course will learn about various concepts of immunology starting from cells of the immune system, antibody structure and function, innate and adaptive immune systems, hypersensitivity, TCR rearrangement, humoral immunity, basic immunological techniques, autoimmunity, monoclonal antibodies and vaccine production.

This course is a blend of the basics of immunology as well as the advanced topics. This course will be useful for undergraduate students of Life Science and Biotechnology and students from any branch of life science keen on gaining knowledge about immunology.

12 Weeks

₹ Free

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Skills Covered:

Knowledge of Microbiology

Offered by

IIT Bombay via Swayam +1

Certificate

Maternal Infant Young Child Nutrition

Maternal Infant Young Child Nutrition is a free course on infant young child nutrition and takes on malnutrition which is one of the greatest challenges in India. The online course longs for 12 weeks and demands 2.5 hours of online sessions per week. Maternal Infant Young Child Nutrition Certification Course will cover malnutrition, nutrition science, newborn care, anthropometric assessment, maternal nutrition, techniques of breastfeeding, and the like.

Maternal Infant Young Child Nutrition Certification is a joint venture of Swayam and IIT Bombay. The course is approved by AICTE and can be enrolled by undergraduates and postgraduate-level learners. So far, more than 2,000 people have registered and taken the online program. Though the Maternal Infant Young Child Nutrition Certification by Swayam is free, the students will have to pay the fee and appear for the exam to get the certification.

12 Weeks

₹ Free

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Skills Covered:

Knowledge of nutrition

Offered by

IIT Kharagpur via Swayam +1

Certificate

Natural Language Processing

The Natural Language Processing is an online course offered by the National Programme on Technology Enhanced Learning (NPTEL)-Swayam, which is an educational initiative of MHRD in association with seven IITs and the IISc, Bangalore to provide quality education to anyone interested to earn a certification form these reputed institutes.

The Natural Language Processing Certification helps the participants to build a thorough understanding of natural language processing (NLP) which is very crucial for many analytics tasks that involve text content and text processing and became very common thanks to the arrival of social media.

The Natural Language Processing Certification by NPTEL-Swayam helps the candidates to delve into the foundation and basic concepts of NLP along with hands-on sessions to make them capable of dealing with a problem and building applications on their own. The learners will study language modelling and applications of text mining such as text summarization, text classification, sentiment analysis, opinion mining, etc.

12 Weeks

₹ Free

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Skills Covered:

Natural Language Processing

Offered by

IIT Kanpur via Swayam +1

Certificate

Computational Complexity Theory

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

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

12 Weeks

₹ Free

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Skills Covered:

Mathematical skill

Offered by

IIT Delhi via Swayam +1

Certificate

Computational Geometry

The Computational Geometry training is a 100 percent verified and online course. Candidates have all the freedom to take up this course as a free course or they can also go for the paid version of the course. Both the versions have the same facilities and study material except they get certified on the completion of the program by paying the quoted amount and qualifying for the proctored exam.

The Computational Geometry certification is an undergraduate level program and is provided by the Indian Institute of Technology, Madras by the platform of Swayam. The course is about computational geometry and covers numerous topics such as convex hull and algorithm, arrangements and levels, shape analysis, etc. Candidates who get into this course will be able to gain information on visibility problems, applications of computational geometry, range searching, and many more topics. There are no limitations regarding the timings of this course and hence candidates can log in to the course whenever and however they want. Participants can take as much time as they want to pursue this course as it is a self-paced course while mentors will take 12 weeks of time to complete the whole Computational Geometry certification syllabus of the course.

12 Weeks

₹ Free

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Skills Covered:

Mathematical skill Knowledge of Algorithms

Offered by

IIT Kharagpur via Swayam +1

Certificate

Problem Solving through Programming in C

Language C has been used widely to understand programming. The Problem Solving through Programming in C certification by Swayam aims to formulate simple algorithms, use pointers, arrays, and structures, and apply programming to solve mathematical problems. The course provides a perfect blend of theory and practical problems.

The Problem Solving through Programming in C certification syllabus will cover essential topics like concepts of programming, the different constructs that are used in programming, and how this programming tool is used to solve various problems. The latter includes mathematical problems that can be solved logically as well as through proper data representation.

Besides, the Problem Solving through Programming in C online course is taught by Prof Anupam Basu from IIT Kharagpur from the department of computer science and engineering. Through this short course, the candidates will be well equipped with the logic and flow of programming and how to write a good program for a computer.

12 Weeks

₹ Free

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Skills Covered:

Programming skills Knowledge of Programming algorithms

Offered by

IIT Kharagpur via Swayam +1

Certificate

Programming in Modern C++

The Programming in Modern C++ certification course is offered in online sessions by Swayam for a period of 12 weeks. The course has been partnered with the Indian Institute of Technology, Kharagpur, and NPTEL supports Swayam with this course. Partha Pratim Das of IIT Kanpur leads this course successfully for the students who are participating in the programming in modern c++ course.

The Programming in Modern C++ training will help the students learn about the entire family related to Object-Oriented Programming and get acquainted with a proper foundation in Python, and Java as required. Python knowledge is required as C++ is the mother of the different programming languages. This programming course offers a multi-paradigm encompassing procedural and functional programming.

12 Weeks

₹ Free

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Skills Covered:

Programming skills

Offered by

IIT Kharagpur via Swayam +1

Certificate

Object Oriented System Development Using UML Java and Patterns

12 Weeks

₹ Free

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12 Weeks

₹ Free

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Skills Covered:

Operations analysis

Offered by

IIT Roorkee via Swayam +1

Certificate

Data Analytics with Python

Data Analytics with Python certification course includes many compelling examples of how you can analyse data using the Python programming language. This course discusses various data analytics applications in a range of industrial sectors. Moreover, this programme also shows you how you can use data analytics in your life and boost your career opportunities.

One of the Data Analytics with Python programme’s most essential aspects is that you will receive hands-on experience by creating your own analytical models. You can also clear any doubts or engage in academic conversations in the discussion forum, which is available to all the students related to data analytics, and python. This programme involves topics like regression, probability, distributions, hypothesis testing, and many more.

The Data Analytics with Python training is offered by Swayam in partnership with IIT Roorkee. This 12-week programme. You want to showcase your skills and earn new employment opportunities, you can opt for the course completion certificate offered by Swayam.

12 Weeks

₹ Free

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Skills Covered:

Statistical skills Data science knowledge Knowledge of Python

Offered by

IIT Kanpur via Swayam +1

Certificate

Data Analysis & Decision Making - II

Data Analysis & Decision Making - II Certification will cover utility theory, then the concept of multi-criteria decision making, multi-attribute decision making, utility theory, DEA (Data Envelope Analysis), AHP, ANP, and then the concepts of TOPSIS, Elektra, Mac Beth.

Data Analysis & Decision Making - II Classes include the concepts of different types of metaheuristic techniques, without going into the mathematical details of their algorithms, and solve the problems by giving examples for each of them.

All students get a Data Analysis & Decision Making - II Certification by the Indian Institute of Technology Kanpur (IIT Kanpur) under the Swayam Initiative by the Government of India.

12 Weeks

₹ Free

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Skills Covered:

Decision making skills Data science knowledge

Offered by

IIT Kanpur via Swayam +1

Certificate

Essentials of Data Science with R Software - 1: Probability and Statistical Inference

The Essentials of Data Science with R Software- 1 program is the first course of the Data Science essentials series that focuses on studying statistical inferences and probability. It lays a foundational understanding of concepts and theories of data computation. Students will learn to use R software for statistics to derive correct inferences.

Students will explore concepts relating to Data Science computational inferences listed in the Essentials of Data Science with R Software- 1 certification syllabus. The curriculum studies attributes, hypotheses, probability distributions, and variables. Students will be asked to interact in the online classes and submit written assignments for scoring.

IIT Kanpur offers the Essentials of Data Science with R Software – 1 online course. Professor Shalabh from the institute mentors course learners. Students can go for an e-verifiable certificate by paying an exam fee. While students must have a mathematics background, an understanding of statistics is also preferred.

12 Weeks

₹ Free

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Skills Covered:

Statistical skills Data science knowledge

Offered by

IIT Kanpur via Swayam +1

Certificate

Essentials of Data Science with R Software- 2: Sampling Theory and Linear Regression Analysis

The Essentials of Data Science with R Software – 2 online course is a 12-week study that focuses on learning mechanisms of data analytics using R software. Some of the analytical tools studied include regression analysis and sampling theory. This course is an AICTE approved Faculty Development Program (FDP).

As a part of the Essentials of Data Science with R Software – 2 certification syllabus, learners will explore sampling and linear models with R software. Students will receive video lectures and book references additional support. With 12 learning modules, the topics covered include Bootstrap methodology, random sampling, and LASSO regression.

Developed by IIT Kanpur, Professor Shalabh mentors the Essentials of Data Science with R Software – 2 training. A renowned academician, Dr. Shalabh has authored four books and 75+ research papers. Candidates need to submit assignments and write an exam for the certification. For that, they will need to pay the necessary fee.

12 Weeks

₹ Free

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Skills Covered:

Data science knowledge

Offered by

IIT Madras (IITM) via Swayam +1

Certificate

Introduction to Database Systems

Numerous e-government solutions and digital services use database systems to organize data better. The Introduction to Database Systems certification by Swayam deep dives into financial systems and the current business models that rely on database systems for operational efficiency. It also covers how these systems have impacted management in the organization.

The Introduction to Database Systems certification syllabus touches upon key technical topics like SQL module, ER model module, a transaction processing module, regular forms module, query processing module, indexes module, and the like. Besides theory, the course also deep dives into practical principles, including the design and use of database systems. For the hands-on part, the course uses database management systems and SQL standards.

Furthermore, the Introduction to Database Systems online course is taught by an experienced faculty from IIT Madras, Prof. Sreenivasa Kumar. The course is excellent for students in the field of computer science, engineering, programming, and systems.

12 Weeks

₹ Free

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Skills Covered:

Database knowledge

Offered by

IIT Kanpur via Swayam +1

Certificate

Introduction to Robotics

The Introduction to Robotics program is developed by IIT Kanpur. It explores the concepts and mathematical calculations that go behind building robotic manipulators. This introductory course lays a foundation in advanced topics such as AI, automation, self-driving vehicles, and much more. Concepts studied include kinematics, VAL programming, automation, trajectory planning, and vectors.

The Introduction to Robotics certification syllabus uses video lectures, book references, a final assessment to facilitate learning. Learners must be familiar with mathematics, differential equations, and matrices- all on a fundamental level. This AICTE approved course is best suited for undergraduate and postgraduate-level electrical, mechanical, and computer students.

Engineering teachers and working professionals may also apply as this elective course is an FDP (Faculty Development Program). Candidates can opt for the Introduction to Robotics certification by securing the minimum marks as mentioned. For this, they need to complete the course, submit assignments, and write the final-term proctored test.

12 Weeks

₹ Free

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Skills Covered:

Automation skills Robotic skills

Offered by

IIT Kharagpur via Swayam +1

Certificate

Deep Learning For Visual Computing

Deep Learning for Visual Computing course’s aim is to educate the student about the stratified recognition task. This is a free course that covers topics including visual computing, ResNet, PyTorch, Python, GoogleNet, and more.

Swayam Deep Learning for Visual Computing is an appropriate option for people who want to become deep learning scientists, get into research, computer vision engineer, AI research scientist, etc. Join this course to make a career as a software engineer, deep learning engineer, IT artificial intelligence intern, research scientist, computer scientist, etc.

The course type is ongoing and the length for this course is 12 weeks. There are no strict fee charges to enrol or study the Deep Learning for Visual Computing course, but for the certificate, the student needs to register and appear in an examination conducted in person at a chosen center. Regular assessments and one-on-one doubt clearing sessions are held by IIT-affiliated teachers.

12 Weeks

₹ Free

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Skills Covered:

Knowledge of Python Knowledge of deep learning

Offered by

IIT Ropar (IIT-RPR) via Swayam +1

Certificate

Deep learning

Over the past few years, Deep Learning has received a lot of attention due to its wide-ranging applications in data analytics, natural language processing, and computer vision. Many professionals who are well versed in deep learning technologies have been employed by leading companies like Google, IBM, Facebook, Microsoft, and Twitter. In this Deep learning – IIT Ropar online training, you will get familiar with the building blocks of deep learning algorithms and solutions.

The Deep Learning – IIT Ropar course syllabus places a particular emphasis on neural network topics like attention mechanisms, convolutional neural networks, feed-forward neural networks, and recurrent neural networks. Various deep learning optimisation algorithms such as Nesterov Accelerated Gradient Descent, Gradient descent, Adam, AdaGrad, and RMSProp are also covered. Learning these algorithms and methods will help effectively train deep neural networks.

After completing all the lectures and assignments of the Deep Learning – IIT Ropar programme, you’ll have a robust grasp of deep learning architectures, which you can employ to carry out various computer vision and Natural Language Processing tasks. You can also test your understanding by applying for the final proctored exam. Passing this test will also grant you a certificate by Swayam, which can be used to display your skills and get lucrative jobs.

12 Weeks

₹ Free

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Skills Covered:

Knowledge of deep learning

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