NPTEL Free Courses & Certifications

The ‘Introduction to robotics’ online course is a study about the state-of-the-art technologies and techniques associated with designing robots and their applications. This National Program for Technology Enhanced Learning(NPTEL) free online course on robotics is provided on the Swayam online education platform. The online training is offered by the faculty of the Indian Institute of Technology Madras.

The program is conducted for twelve weeks and is a core course for the undergraduate and postgraduate level students of design engineering or robotics. The course instructors of this certification program are Dr. T Asokan from the department of engineering design, Prof. Balaraman Ravindran teaching computer science, and Dr. Krishna Vasudevan of the electrical engineering department. This AICTE approved faculty development program enables the students to receive three credits after completing the online training. The ‘Introduction to robotics’ e-certificate is issued to the qualified students with NPTEL and IIT Madras logos on it.

This Basics Of Language Science Online Course manages major parts of the language. In the course the candidate will develop an understanding connection between language, brain, and the general society that we reside in. The students will feel like they realize how to respond to a ton of inquiries regarding different complexities or various kinds of miracles about language.

This course assists the candidate with managing the three significant parts of language specifically, the construction at the degree of sounds, words, and sentences, securing or learning of it, and the varieties inside and among dialects. The Basics Of Language Science Programme offers answers to a large portion of the interests that strike major when we consider how we gained the limit of language as a child.

This course will guide the candidate in depth of language science. In the Basics Of Language Science Training candidate can also take up the course certificate by giving the exam which will be held after the course completion. The course timing is flexible and candidates can study according to their time preference and the course faculty will be professor Rajesh Kumar from IIT Madras for making understanding easy to candidates.

The Cloud Computing training, curated by IIT Kharagpur, is an elective undergraduate-level course. The programme is based on the disciplines of computer science and engineering, programming, and systems. This is an twelve-week course, and lectures will be conducted online only.

The Cloud Computing certification course teaches about the delivery and scalable services consumption platform that offers computing provision for a shared pool of resources. These include database, storage, software, networking, servers, applications, and so on. 

This platform requires the least possible management effort by providing on-demand availability of a shared pool of configurable computing sources. Some of the aspects covered in the course are the fundamentals of cloud computing, security challenges, management problems, and future research possibilities. This is one of the best cloud computing courses taught by Swayam.

Cloud Computing online course by Swayam will work well with candidates who have a basic computer organisation background, networking, and architecture. Students of electronics and communication engineering, computer science and engineering, and electrical engineering will benefit from the cloud computing course.

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.

Training and Development Certification is very important to understand who the employees are, what an organization is, and the importance of training and development in the employee’s lifecycle in the organization.

Training and Development Classes lay a lot of emphasis on learning through training, development, and knowledge management is a must-do if companies want to gain a competitive advantage and employee expectations.

All students get a Training and Development Certification from the Indian Institute of Technology Kharagpur (IIT Kharagpur) under the Swayam Initiative by the Government of India. 

The Quality Design and Control online program aim to teach the fundamental concepts, ideas, and statistical techniques used in quality assurance. These methods are utilized for quality control and design for systems, processes, and products in an industrial environment. You will study statistical process control, acceptance sampling, design for reliability, quality improvement through the Taguchi Method, and more.

Throughout the Quality Design and Control course duration, you will explore methods including process capability analysis, robust designing, quality management, and control, etc. employed in service and manufacturing organizations. This 12-week-long online training is an AICTE-approved Faculty Development Programme (FDP).

The Quality Design and Control certification course is a joint effort for undergraduate/postgraduate studying by Swayam and the Indian Institute of Technology, Kharagpur. It also features vast industry support from IT companies, Tata Steel, L&T, Tata Motors, and similar entities. Furthermore, you can get a course completion e-certificate after fulfilling the eligibility criteria.

Candidates can find the Farm Machinery course on the Swayam website. Swayam was envisioned by the Indian Ministry of Human Resource Development of the government of India to make access to education possible for all economic strata of society. 

Swayam does not charge any course fee and the courses are created by researchers and scholars from India’s topmost institutes. But candidates who would like to get a certificate from Swayam need to pay an exam fee to be eligible for the end-term proctored exam, which is a compulsory requirement for getting Swayam certified.

The Farm Machinery course by Swayam is designed for people involved with agricultural engineering. They learn about the components and structure of basic modern horticultural equipment along with the basic principles of modern technology like sensors, embedded systems, image processing, and microcontrollers. 

The course contents consist of basic principles and the correct utilization of modern techniques. Custom hiring, use of machines, and small farm mechanization techniques are also discussed in detail with real-life examples.

SWAYAM is a platform offering interactive courses, prepared by the finest teachers in India. It is a Government initiative which aims to avail the best teaching resources to all, including the disadvantaged.

The course of IRRIGATION and DRAINAGE created under the NPTEL (National Programme on Technology Enhanced Learning) for Engineering by SWAYAM focuses on enriching the learning experience of students by using interactive teaching methods.  This is one of the prime courses of the Agricultural Engineering program recommended for graduate and undergraduate students.

This course designed by remarkable teaching faculty focuses on various topics of soil- water-plant-atmosphere relationship, management of salt affected soils, crop water requirement, management of salt affected soils, irrigation water conveyance, measurement of irrigation water, drainage of agricultural lands, irrigation systems design and their performance evaluation, performance evaluation of drainage systems. It involves class tests, problem solving questions, quizzes and assignments.

An e-certificate having the logos of NPTEL and IIT Kharagpur will be made available after successful completion of this course, which will be valid in all irrigation based companies.

The Certificate Programme in Plant Design and Economics by Swayam is intended for the students of chemical engineering, environmental engineering, chemical technology and biochemical engineering. The course in detail deals with (a) basic economic analysis of chemical plants and (b) the technologies used in the design of chemical processes.

Certificate Programme in Plant Design and Economics by Swayam will cover the basic concepts in plant design and chemical engineering. Upon completion of the Certificate Programme in Plant Design and Economics by Swayam candidates will learn to appreciate the significance of safety and design operation.

After completing the course in Certificate Programme in Plant Design and Economics by Swayam he/she will develop a deep understanding of the chemical process and will be able to perform a complete economic analysis of the plant. The main target of the course is to make students aware of the safety features and importance to chemical engineering.

The Leadership for India Inc: Practical Concepts and Constructs program is a 12-week core curriculum that helps candidates gain a comprehensive understanding of management and leadership varying domains, blending real-world practice and theory distinctively. Through an extensive learning structure, the course explains leadership’s significance in business and industrial growth, its real-life case studies, theory’s practical applications, etc., all through a multi-disciplinary approach.

The Leadership for India Inc: Practical Concepts and Constructs certification syllabus encompasses 12 modules, each covering vital topics like leadership theories, how it’s used for sustainable growth, processes, functional models, structures, philosophies, competency leadership, and more. Through all this, the course paves the way for aspirants to build necessary skills for achieving leadership positions in organizations. 

What’s more, the Leadership for India Inc: Practical Concepts and Constructs training features IIT Madras’s Professor, C Bhaktavatsala Rao, whose multi-decade business and industrial expertise spans various industries. Thus, course-takers get the opportunity to learn from this field’s veteran and opt for a program certificate to showcase their verified knowledge in leadership concepts and skills.

The Principles of Management online training aims to offer its students an overview of the management process, related concepts, and how management has evolved over the years. The course covers strategic management, decision-making, forecasting, and premising, including a few other critical concepts related to management. The instructor will talk about the different skills and functions required to be an efficient manager in the contemporary business environment. 

IIT Roorkee has curated the Principles of Management certification syllabus, taught by Professor Usha Lenka, a subject-matter expert in this domain. It is a core curriculum designed for both undergraduate and postgraduate students. Spanning 12 weeks, the program falls under the categories ‘Minor in management’ and ‘Management studies’. 

The Principles of Management course by Swayam is an FDP training, approved by AICTE. Promising an immersive educational experience, it provides video tutorials and internal assessments that are to be taken online. The candidates can also acquire an e-certificate if they take the end-term examination and fulfill all the required eligibility criteria.

The Qualitative Research Methods and Research Writing certification course is developed to provide you with basic qualitative research knowledge. It is a 12-week-long programme brought to you by the Indian Institute of Technology, Kharagpur. The course explains how qualitative research plays a key role in understanding our society’s ever-changing character.

The Qualitative Research Methods and Research Writing online course by SWAYAM teaches various concepts, methods, design techniques, research writing, referencing, etc. related to the field of qualitative research. You will learn how qualitative research methods can be utilised to investigate the ambiguous areas outside the scope of quantitative predictive research.

The Qualitative Research Methods and Research Writing programme also discuss techniques through which qualitative research complements quantitative research in social sciences and human behaviour. This online elective course also offers an e-certificate on the fulfilment of specific eligibility criteria. Moreover, it is an AICTE approved Faculty Development Programme (FDP).

The Business Statistics certification course introduces the students to business statistics and its application. The course is a free online program. It is offered by the platform of Swayam in association with the Indian Institute of Technology, Roorkee. Students will also be able to get a verified e-certificate for the course if they follow the given procedure. Although the proctored exam of the course demands an amount to be paid, students can still access the Business Statistics training for free without any payment. 

Students who decide to learn through this course will get to know detailed information from topics such as data collection, probability, sample distributions, etc. Students can complete the course as per their wish, however, the estimated time taken for this course is 12 weeks. The Business Statistics online course contains quizzes, assignments, and tasks to get a better understanding of the course. The students will be given one assignment every week to understand every topic properly. 

The Ethical Hacking certification course is a 12 weeks program that is completely online and is taught by IIT Kharagpur professor Indranil Sengupta. The online platform of Swayam is used for offering the teachings of this ethical hacking course. Ethical hacking is a subject that is very important in these recent years. Thus learning this course has become very essential for both individuals, and organizations who want to work toward the information technology infrastructure. 

The Ethical Hacking training is ideal for students who belong to a background in IT, Communication, Computer Science, Engineering in more. This ethical hacking course is ideal to help the organization prevent vulnerabilities in a system, application, or infrastructure that an attacker can use for exploitation. The online ethical course will help in preventing security breaches.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

The Distributed Systems online course is an 8 weekly program offered by Swayam. A distributed system is a computerized system in which multiple components placed on computer networks communicate and coordinate their operations through the transmission of messages. Multiple components collaborate with each other to attain a common purpose.

Distributed applications or software that operate concurrently on numerous computers in a network and can be saved in the database or in the cloud. This Distributed Systems training gives an in-depth overview of the fundamental ideas and models underpinning distributed computing theory, methods, and systems.

The Distributed Systems syllabus covers some of the emerging topics such as distributed hash tables, peer-to-peer computing, google file system, spark, HDFS, security in distributed systems, and sensor networks. students who complete this course will have a thorough understanding of how things function in a distributed setting.

The Design and Engineering of Computer Systems certification course is an eight weeks online course offered on the platform of Swayam. During this course syllabus, the candidates will learn the ways of designing computer systems operating systems, computer networks, and architecture. This programme is jointly taught by the initiatives of IIT Bombay, and NPTEL. 

The Design and Engineering of Computer Systems training shall be fully accessible to people who have a basic knowledge of the concepts of computer programming. The candidates will have to register for the final exam, and then complete the exam to secure passing marks in the assignments and the final examination to secure 2 credit points on completion.