NPTEL Free Courses & Certifications

The Traffic Engineering certification course is a 12 weeks online program. The syllabus for this course was designed and created by IIT Kharagpur, but it is delivered via the Swayam platform and the Indian Institute of Technology (Kharagpur), and NPTEL awards the certificate for this course.

The Traffic Engineering training belongs to the core program section, which deals with the fundamentals of the concept of traffic congestion. Traffic congestion has developed into a significant urban disease in the modern period of urbanization, especially in developing nations like India. Due to increased travel times, traffic accidents, fuel consumption, excessive exhaust emissions, etc., any city's growth and sustainable development may be affected

This course will help in capacity building amongst master students, policymakers, practitioners, etc. to understand the traffic engineer’s role in all relevant dimensions and develop strategies, programs, and projects accordingly. Prof. Bhargab Maitra explains this certificate course.

Also read: Transportation Engineering Certification Courses

The Probability Methods in Civil Engineering certification course is a 12 weeks online program. The course syllabus for this online course was developed and approved by IIT Kharagpur. The Indian Institute of Technology (IIT) Kharagpur and NPTEL are in charge of issuing the course certificate, but the course is offered via the Swayam platform.

The Probability Methods in Civil Engineering training belong to the core program section, which deals with the fundamental concepts of probability and statistics and is very important to solving various civil engineering problems. In this course, we can understand probability and types of probabilistic models, and the concept of random variables and different functions of random variables will be covered. 

Each topic is discussed in relation to various application problems and their solutions in a variety of civil engineering disciplines, such as structural engineering, transportation engineering, water resources engineering, environmental engineering, geotechnical engineering, etc. Prof. Rajib Maity explains this certificate course.

The IT sector has witnessed immense growth in a relatively short period. Naturally, the demand for skilled programmers to develop useful and sophisticated software has risen. Object-oriented programming system (OOPs) was developed to meet this demand. Java is one of the best languages based on the OOP paradigm. Programming in Java certification course is designed to teach the fundamental concepts of the Java programming language.

The Programming in Java course by Swayam is a 12-week-long online certification program crafted by the Indian Institute of Technology, Kharagpur. It covers all the basic concepts of Java by providing suitable examples. The course focuses on providing theoretical proficiency and practical skills so that participants can implement their learnings.

The Programming in Java program also offers sufficient helping material and learning resources for an extensive understanding. Learners will study how Java is being utilized in internet programming, mobile applications, gaming, scientific studies, and more.

The Engineering Graphics and Design Certification course is a 12-week online program. While Swayam is utilized to deliver the course, the course syllabus is devised and endorsed by IIT Delhi. This course certificate is also conferred by the Indian Institute of Technology, Delhi, and NPTEL.

 The IIT Delhi is responsible for creating and approving the course syllabus, although Swayam is used to deliver the course. Once more, the Indian Institute of Technology, Delhi, and NPTEL are the organisations that award this course certificate.  

Engineering Graphics and Design training is a part of the mechanical engineering core curriculum. Professor S.R. Kale is the instructor of this certification course. This course is designed to assist students to acquire basic visualisation skills as well as the capacity to represent ideas on paper and on a computer.

Contextualizing Gender Certification will analyze an outline not only of how the concept of gender has evolved and advanced over the last 50 years, but also of how ideas about gender are changing in complex ways and how they are reflective of the new ways of gender identification, contextualized meaning, and gender nonconformity. 

Contextualizing Gender Classes aim to introduce students to an interdisciplinary framework that enables them to explore and theorize the contextualized meaning and the intersectional nature of gender and culture. Gender is analyzed in a variety of ways, including as an institution, ideology, and process that organizes daily life.

All students get a Contextualizing Gender Certification from the Indian Institute of Technology Roorkee (IIT Roorkee) under the Swayam Initiative by the Government of India. 

The Feminism: Concepts and Theories programme is a 12-week-long online course designed to explain notions related to feminism. During this course, you will examine the growth, journey and entire history of the feminist movement. You will develop a vision to look at the ‘emotion’ that is characterised as a one-dimensional movement. 

The Feminism: Concepts and Theories training by IIT Madras aims to explore the feminist theory through written works, ethnography and case studies. This programme will also describe how gender works as a strong force in the world. Development of feminism through the years will be discussed in great detail.

The last four weeks of the Feminism: Concepts and Theories certification course will include lectures from various experts. These people belong to multiple areas of expertise such as writing, filmmaking, painting, and individuals who deal with questions of gender in many ways. This e-learning course is brought to you by the Indian Institute of Technology, Madras.

As a noble initiative by the Government of India to achieve access, quality, and equity in education policy, Swayam has brought the Twentieth-Century Fiction programme as an engaging and comprehensive course for English and Cultural Studies graduates and postgraduates. Throughout the course, learners will experience the best teaching-learning resources; even the less privileged can avail themselves online learning from top IIT Madras faculty in their own comfortable spaces.

Twentieth-Century Fiction certification syllabus has been distributed over twelve weeks where learners can learn at their pace and examine along with the faculty the interplay between imperialism, embodiment, identity, and other related issues and nineteenth-century and twentieth-century fiction, wherein they will read stories, poems, and more. A calculated and thorough study of selected literary texts and their corresponding cultural contexts will help learners draw a vivid picture whilst exhaustive learning of fiction, representation, and reality.

The course is highly interactive and falls ideal for Humanities and Social Sciences students as well. Moreover, as per the UGC (Credit Framework for online learning courses through SWAYAM) Regulation 2016, certain universities might even designate the course as one from which credits can be transferred to the academic record of students.

The Financial Mathematics programme is an AICTE approved FDP course. It will be influential for interested candidates who want to learn about the mathematical properties and relations between economic activities and investment markets. The programme is designed by IIT Roorkee in collaboration with the NPTEL team. Professor Pradeep Kumar Jha from IIT Roorkee will be the instructor and educator for the programme. 

Financial Mathematics certification course is a twelve-week course that uses video lectures, assignments, and an in-person proctored exam as learning tools. Participants of the course will be well versed in various topics such as financial transactions, portfolio investments, forecasting and analysing market developments, and much more. 

Financial Mathematics by Swayam offers certification and requires its participants to have a basic foundation of mathematics and probability. It also lists books that can be referred to for additional information. Candidates need to sign up on the Swayam website to gain access to this online course. All the course material and video lectures are available for free upon enrollment. 

The main objective of the Financial Institutions and Markets online course is to teach about the financial system as a whole. It answers basic questions like how a financial market works, who are the participants and how returns are generated for investors. The course intricately explicates the role of regulatory bodies, insurance firm operations, risk and return concepts, the commercial banking system and mutual funds.

The Financial Institutions and Markets explores the significance, operations, growth and functions of distinctive financial institutions active in the country. Also, the impact of a financial system on the overall economic development of a nation will be explained. The programme covers the significance of provident funds, credit rating agencies, small savings and pension funds.

The Financial Institutions and Markets certification course impart valuable information on mainstream financial markets of bonds, derivatives, stocks and such financial instruments. This elective course also gives a digital certificate upon fulfilling certain criteria.

The course is a thirty-hour-long course that takes up to 12 weeks of time to complete The Joy Of Computing Using Python certification syllabus. The training is an AICTE approved FDP course which is designed for the students of postgraduate and undergraduate computer science. The course is completely an online program that is made available to the students for free. The Joy Of Computing Using Python program allows the participants to have a self-paced learning experience through which they have the freedom to join or leave the session and pursue the course according to their schedules. 

The Joy Of Computing Using Python online course is provided by the Indian Institute of Technology, Madras through Swayam. The training offers the candidates a chance of getting themselves a certificate towards the end of the program. The certification is e-verifiable and can be availed only after giving a scheduled exam which needs to be applied for by making a payment of the quoted amount as exam fees. The Joy Of Computing Using Python certification course consists of the study material such as video or audio lectures, assignments, case studies, self-assessed tests, and other activities to provide a better learning experience to the students. 

The Introduction to Automata, Languages and Computation programme is a 12-week course, curated by IIT Kharagpur for engineering students. This is a core course offered at an undergraduate and postgraduate level. The training is placed under the computer science and engineering category. The course also has support from the software industry. 

The Introduction to Automata, Languages and Computation training elaborately discusses the automata theory. This theory is used to model the finite state system and solve computational issues using finite automata. Apart from the detailed introduction to computer science theories, the course also covers mathematical aspects which are crucial in computation.

The Introduction to Automata, Languages, and Computation certification course by Swayam does not expect the candidates to have an expert background in the content. The course uses logical methods during explanations to facilitate ease of understanding. The course begins with a basic introduction and builds up to the complex aspects of computation.

The C-Based VLSI Design online course is a 12 weeks program offered by Swayam, an initiative by the government of India. The online elective course includes 3 credit points. This course covers how to use high-level formulation to automatically transform a C code into a register transfer level (RTL) design using HLS. In recent years, HLS has been an important research topic in the realm of VLSI Electronic Design Automation (EDA). 

This C-Based VLSI Design training will teach students how to comprehend the overall HLS flow, how to transform C-code to its corresponding hardware, how to design C-code for effective system generation, and how software application compiler optimization may assist to enhance circuit efficiency.

The C-Based VLSI Design syllabus includes advanced topics like HLS for Security, HLS for FPGA targets, HLS verification, and RTL optimizations difficulties will be discussed. This course will prepare the candidate to do research in the field of HLS. This program will also assist the student in becoming adept at the EDA industry.

Candidates looking for an undergraduate or postgraduate course in machine learning should enroll in the Introduction to Machine Learning program. It is an elective twelve-week course in the field of computer science and engineering, programming, artificial intelligence, and data science. A collaboration of IIT Madras and NPTEL, this course is an initiative by the Ministry of Education, Government of India, and is available on the learning platform Swayam.

Introduction to Machine Learning certification will be taught by professor Balaraman Ravindran. The syllabus includes various topics from the data-driven disciplines such as machine learning and analytics. Candidates will be introduced to different learning paradigms and some popular algorithms and architectures used in these paradigms.  

Introduction to Machine Learning is an online free audit course that offers an e-certificate for interested participants. Candidates will attend the online lectures, and submit assignments periodically. There is also an optional offline examination for participants who want to achieve certification.

The Reinforcement Learning program focuses on studying the mathematical grounds of reinforcement learning- a psychological phenomenon. Students will explore such concepts and view this learning paradigm in light of AI, research, and psychology. Through this AICTE approved course, learners can avail a verified certificate that validates their newly acquired expertise and acquired skills.

Spread across 12 weeks, the Reinforcement Learning certification syllabus is replete with learning modules, books, and research references. Students may proceed to the next module after completing the previous week’s topics. The curriculum highlights bandit algorithms, function approximation, hierarchical RL, and much more. It is an elective course based on AI, data science, and computer engineering. 

The Reinforcement Learning online course is developed by IIT Madras. Professor Balaraman Ravindran from the institute instructs the study. For the certification, students need to write a proctored examination after completing the course and assignments. This certificate will carry logos of IIT Madras and NPTEL, which is verifiable on NPTEL’s website.

The Offshore Structures Under Special Environmental Loads Including Fire Resistance certification course is a postgraduate level of programme which deals in the offshore structures of and their behaviour under different circumstances. Candidates who get into this course will be able to learn about the behaviour of offshore structures when an earthquake occurs, analysis of methods, curved beams, chain links, etc. Candidates also get to use the MATLAB program for computing numerous environmental issues and they can use MATLAB coding to analyse the problems. The course provides full control to the students for completing the Offshore Structures Under Special Environmental Loads Including Fire Resistance certification syllabus or joining or leaving the sessions anytime. 

This course is absolutely free and requires no registration process to get into the course. The Offshore Structures Under Special Environmental Loads Including Fire Resistance programme also makes certification available for the students so that they get benefited from the same. Although the certification comes at a price of the quoted amount which is given on the website, it is totally an optional choice for the students. If the candidate wants to be certified for this course he or she will have to give an offline exam. The course will be available for the students every time and the expected time to complete the course is 12 weeks. Since the Offshore Structures Under Special Environmental Loads Including Fire Resistance online course is available to the students all the time, candidates can learn from the course according to their own requirements.

The Computer Methods of Structural Analysis of Offshore Structures online course is a 12-week program offered by Swayam, an initiative by the government of India’s Ministry of education. The Computer Methods of Structural Analysis of Offshore Structures training will provide a quick introduction to the many types of offshore structures used to extract oil, minerals, and gas from the sea. Detailed analytical methods for both two and three-dimensional structures will be covered. While the foundations of advanced analysis of structures are covered, comprehensive mathematical modelling of issue formulation and solution utilizing MATLAB code is also covered. 

The Computer Methods of Structural Analysis of Offshore Structures syllabus include codes for numerical examples. Hands-on Matlab experience will also be explored. The emphasis is on explaining essential principles of advanced structural analysis, with a particular emphasis on their application to offshore constructions.

The course on ‘Hydrostatics and Stability’ is provided on the Swayam online educational platform initiated by the ministry of education in India. This National Program for Technology Enhanced Learning online course on the significant aspects of naval architecture is developed and offered by the Indian Institute of Technology Kharagpur.

The faculty development program for the undergraduate level students of ocean engineering is scheduled for a period of twelve weeks and this core course will enable the students to gain three credit points after course completion.

The online training for the ‘Hydrostatics and Stability’ course is guided by the course educator, Prof Hari Warrior from the department of ocean engineering and naval architecture at IIT Kharagpur. This undergraduate and postgraduate level course enables students to understand the principles and techniques of hydrostatics and stability. The eligible students are awarded the course certificate which consists of the logos of NPTEL and IIT Kharagpur.

Making financial decisions in a business requires detailed analysis and investigation. Maximising the value of investment requires a rigorous evaluation process. The Financial Management for Managers programme will teach candidates the various tools and techniques of financial management to help them with these analyses and evaluation of an investment.

Financial Management for Managers certification course is proved by AICTE as an FDP course. It is an elective course in management studies for undergraduates and postgraduates. This online course will be lucrative for individuals either working or studying financial management. The course work and syllabus has been designed by IIT Roorkee and will be taught by Professor Anil K. Sharma.

Financial Management for Managers offers certification to candidates along with a list of books and references to study from. There are no prerequisites to join this course. It employs a final exam, regular assignments, and video lectures to help gain participants a deeper understanding of financial management.

By attending the Financial Statement Analysis and Reporting certification programme the enrolled students will have their base cleared in the subject of “financial statement analysis” and they will become professionally efficient in guiding and training the corporate houses and business centers to manage their financial reports and also economically use their financial resources.

In the online certification course on Financial Statement Analysis and Reporting by Swayam the candidates over a period of twelve weeks will be guided across a domain of topics like-private companies, sole proprietorship, Indian economy, financial statements and others. The course will help the students to formulate plans and strategies so that they can guide their firms to overcome any financial crisis.

After completing the programme the students can apply for a diverse industry or companies. The online certification course is having the category of management studies and is structured as elective for all the registering candidates.

This Modelling And Analytics For Supply Chain Management Online Course centers around the utilization of logical strategies for deciding effective solutions for issues related to supply networks thinking about the limitations of demand and supply. The course focuses on the utilization of advanced procedures for limit allotment and assessment of production network plan choices under vulnerability and facility location.

The destination of the Modelling And Analytics For Supply Chain Management Training course is to comprehend the idea of supply networks, the objective of supply networks, and clarify the effect of supply chain choices with respect to the achievement of a firm. The course will provide the candidate in-depth knowledge about the concept of safety stock within inventory management under uncertainty.

The Modelling And Analytics For Supply Chain Management Programme will have two instructors  Prof. Anupam Ghosh and  Prof. Kunal Kanti Ghosh a faculty member of IIT Kharagpur. They will deliver the lectures and be a mentor to the students. The programme offered by Swayam is completely free to pursue.

The internet of things is a much sought-after technology in various industries, academia, and governments. Introduction to the internet of things programme will cover the different aspects of this technology right from research and implementation to business. Candidates will learn about the various applications of the internet of things in the civilian and defence sectors. Applications include infrastructure, space, manufacturing, mining, agriculture, healthcare, construction, and mining.

Introduction to internet of things certification is a collaboration of NPTEL and IIT Kharagpur. The entire course will be online and have a duration of twelve weeks. the learning tools used include video lectures, case studies, and periodic assignments. Professor Sudhip Mishra, from the Indian Institute of Engineering, Kharagpur will be teaching this MOOC.   

Introduction to the internet of things is an initiative of the Ministry of Education, Government of India. The entire syllabus and lectures are available on the Swayam website. Candidates who wish to achieve a certificate need to attempt an offline exam at the end of the program.

Marketing Research and Analysis-II online programme is an extension of the Marketing research and analysis course. In the second part, emphasis will be laid on practical aspects and application for data analysis and research. To achieve that, the programme undertakes a step-by-step approach for researchers who have employed data analysis for thesis or publication work.

Through the Marketing Research and Analysis-II programme, industry professionals can experience how data analysis feels in real-time. It covers confusing topics like multivariate data analysis, which professionals and students find particularly challenging. Moreover, it also teaches research tools like various regression analysis techniques, univariate tests, factor and cluster analysis, and discriminant analysis.

For individuals looking for hands-on training, the Marketing Research and Analysis-II online training also provides training in platforms like AMOS and SPSS. The course also features a ton of video lectures, along with weekly assignments. Students can also earn a certificate after passing the final exam.

Marketing Analytics online training combines storytelling and marketing concepts to provide a unique learning experience. Real-life marketing challenges are often solved in a sequence that employs quantitative techniques. This programme will help learners identify the sequence in the context of several marketing problems.

Marketing Analytics programme incorporates 30 hours of online lectures. These lectures will be helmed by Prof. Swagato Chatterjee, IIT Kharagpur. The lessons will provide in-class hands-on training in the R programming language. Moreover, learners will also be provided with reading material and can participate in Swayam’s discussion forum.

Weekly assignments are also a part of the Marketing Analytics programme by Swayam and help candidates test their knowledge in various marketing analytics areas. Students can also choose to appear for the final proctored exam, organised by Swayam and NPTEL at offline centres. Passing this test will allow learners to earn a course certificate, using which they can demonstrate their skills.

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.

The Data Analysis and Decision Making – I certification course offered by Swayam, is the first part of the three-part course (DADM-I, DADM-II, DADM-III). This programme covers Operations research and its tools with applications. For an overview, the Decision analysis and Decision making (DADM) covers three main areas which are: Operations research and its tools with applications, Multivariate statistical analysis with its applications, Other decision-making models like DEA, AHP, ANP, TOPSIS, etc. These 3 part DADM courses would be more application-oriented and practical rather than theoretical in nature. The candidates can expect industry support from the chemical industry, cement industry, steel industry, manufacturing industry, etc.

The Data Analysis and Decision Making – I Training, is an elective type of course. Which has a duration of 12 weeks. The course instructor will be Prof. Raghu Nandan Sengupta from IIT Kanpur. There is an e-certification provided to the participants, which can be accessed after registering and writing a proctored exam conducted by Swayam in person at any of the designated exam centers. This certification is intended for the learners belonging to backgrounds of Masters in Statistics/Mathematics, Masters in Operations Research/Operations Management, Masters in Business Administration, Masters in Economics, Ph.D. in related fields.

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. 

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.

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.