1393 Courses and Certifications

NPTEL Courses & Certifications 2026

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Introduction to Non Linear Dynamics

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Certificate

Introduction to Non Linear Dynamics

The Introduction to Non Linear Dynamics certification course introduces students to the complexities of dynamic systems through analytical methods and real-world examples. It offers a practical understanding of phenomena in physics, biology, chemistry, and engineering, covering topics like bifurcations, phase plane analysis, and limit cycles.

Students will explore the behavior of one-dimensional and two-dimensional flows, learning about stability analysis, classification of linear systems, and the dynamics of oscillators. The Introduction to Non Linear Dynamics certification by NPTEL equips students with analytical skills and problem-solving abilities crucial for navigating nonlinear phenomena in diverse scientific contexts.

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6 Weeks
Introduction to Statistical Hypothesis Testing

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Certificate

Introduction to Statistical Hypothesis Testing

The Introduction to Statistical Hypothesis Testing certification course provides a comprehensive understanding of hypothesis testing, a critical aspect of data analysis. Through practical applications and theoretical foundations, students learn to evaluate postulates empirically, covering topics like null hypotheses, significance levels, and hypothesis tests for averages, variability, proportions, and regression analysis.

With the Introduction to Statistical Hypothesis Testing certification by NPTEL, learners delve into advanced concepts like constructing confidence regions and intervals. By mastering hypothesis testing techniques, students acquire the skills to make informed decisions and draw meaningful conclusions from empirical data, enhancing their analytical capabilities across diverse domains.

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1 Months
Human Molecular Genetics

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Certificate

Human Molecular Genetics

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

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

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

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

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

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Certificate

Remote Sensing of Leaf Area Index and Primary Productivity

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

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

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

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Certificate

Geotechnical Engineering Laboratory

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

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

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4 Weeks
Free
Skills Covered:
Knowledge of Geology
Patent Drafting for Beginners

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Certificate

Patent Drafting for Beginners

Patents are necessary documentation, but an integral part of them is the patent specifications. These are the paperwork that encompasses a technological invention’s patent rights. These techno-legal documents are established at the interface of law and science and follow stringent guidelines. The Patent Drafting for Beginners online course introduces learners to these fundamentals and paves the way for them to draft such patent specifications by themselves.

The Patent Drafting for Beginners certification syllabus explains patent drafting’s core principles and patent law’s concepts regarding drafting various patents. Through these, the curriculum teaches candidates how patent law relies on preparing patent specifications for satisfying specific requirements, unlike technical writing. This course is primarily for beginners without prior patent drafting experience and imparts valuable insights to get started with this domain.

An FDP programme, the Patent Drafting for Beginners certification course, is a joint effort between IIT Madras and Swayam. This NPTEL online course is AICTE-approved, belonging to these diverse categories - ‘Law’, ‘Faculty Domain for Experienced’, ‘Humanities and Social Sciences’, and ‘Patents and Intellectual Property Rights’. Aspirants can also opt for the completion certificate, e-verifiable and attainable, by clearing Swayam’s examination and assignments.

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4 Weeks
Beginner
Free
Brochure
Skills Covered:
Knowledge of law
Cost Accounting

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Certificate

Cost Accounting

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

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

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

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

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Certificate

Innovation by Design

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

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

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

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

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4 Weeks
Free
Brochure
Skills Covered:
Designing skills
Understanding Design

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Certificate

Understanding Design

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

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

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

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

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Certificate

Gender justice and workplace security

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

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

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

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

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Certificate

C Programming and Assembly Language

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

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

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4 Weeks
Free
Skills Covered:
Programming skills
Leadership

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Certificate

Leadership

4 Weeks
Free
Brochure
Effective Engineering Teaching in Practice

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Certificate

Effective Engineering Teaching in Practice

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

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

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

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4 Weeks
Free
Brochure
Skills Covered:
Teaching skills
Demystifying Networking

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Certificate

Demystifying Networking

Demystifying Networking certification is a 4-week elective course that is an offering of the association between IIT Bombay, and NPTEL. This online course can be found on the provider platform Swayam. The course will actually help the participants with separate technologies of networking. Along with technologies, the candidates become aware of the concepts of networking as well. 

Demystifying Networking training acts as an eye-opener for non-major students which means who have almost nil knowledge of the core concepts of the networking syllabus. As the certificate course gets over the students may wish to pursue other different courses of networking so delve deep into more specific technologies. Candidates who want to enrol may do so for free. However, in the case of the certificates, the registered candidates may take the proctored test by paying a cost of Rs 1,000 at any of Swayam’s designated test centres.

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4 Weeks
Free
Skills Covered:
Knowledge of computer networking
Introduction to Quantum Computing Quantum Algorithms and Qiskit

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Certificate

Introduction to Quantum Computing: Quantum Algorithms and Qiskit

Introduction to Quantum Computing: Quantum Algorithms and Qiskit certification is a course that has been developed by leaders like IBM Research, IBM Systems, IIT Madras, and  NPTEL directly on Swayam’s website. Quantum computing is emerging rapidly as one of the most disruptive technologies of recent times, and this new concept has been brought to our knowledge through this certification course. The course will be introducing how quantum error correction can be useful for lessening the noise effects in quantum devices.

Introduction to Quantum Computing: Quantum Algorithms and Qiskit training will be of potential help in solving some challenging problems that cannot be solved easily by using classical solutions. The institution IBM is a recognized leader of such technology, and hence this course is going to be extremely useful. This course does hold full-length sessions on the concepts, and usage of Qiskit. The most exciting part is that the end certification is usually accepted by the prestigious company IBM for jobs.

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4 Weeks
Free
Brochure
Skills Covered:
Knowledge of physics
Laws of Thermodynamics

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Certificate

Laws of Thermodynamics

Thermodynamics describes the fundamental laws and principles that govern the transfer and transformation of energy. These laws also state how energy transitions affect the properties of substances. All these laws are formulated based on observations in nature. The Laws of Thermodynamics online course will help you understand these laws in detail.

The Laws of Thermodynamics course curriculum will cover all three laws, along with their corollaries. This subject is of utmost importance for all branches of engineering since most engineering processes involve the transfer of energy. The course will discuss these using physical topics, mathematical expressions, and examples based on real-life application.

The Laws of Thermodynamics online training will clear the physical concepts involved and enable you to get rid of any misleading information regarding thermodynamic processes and applications. You also have the chance of receiving a course completion certificate, for which you will have to register for the final offline proctored exam. The training has a UG level difficulty.

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4 Weeks
Free
Skills Covered:
Knowledge of engineering
Python for Data Science

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Certificate

Python for Data Science

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

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

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

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

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Introduction to Parallel Programming in OpenMP

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Certificate

Introduction to Parallel Programming in OpenMP

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

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

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

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

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4 Weeks
Free
Skills Covered:
Programming skills
Numerical Methods Finite Difference Approach

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Certificate

Numerical Methods: Finite Difference Approach

The Numerical Methods: Finite Difference Approach course by Swayam is an advanced learning program for postgraduates from Science and Engineering backgrounds. This short, four-week training teaches students about partial differential equations, their different classes, and their solution methods. Falling under the ‘‘Mathematics’’ purview, it is a core curriculum set at the PG-level. 

The Numerical Methods: Finite Difference Approach certification syllabus also deals with the solution methods’ stability analysis and convergence. Since the curriculum covers this subject’s vital topics, it will allow candidates to solve numerous science and engineering problems once they finish every module. This training also has various applications in engineering sciences diverse fields. Thus, it is widely recognized by General Electric, TCS, ABB, Nuclear Industries, and similar companies. 

What’s more, students seeking job opportunities in organizations such as those mentioned above can opt for the Numerical Methods: Finite Difference Approach certification for a significant boost. Paying the required fees and clearing its eligibility, they can obtain this e-verifiable certificate to show recruiters. 

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4 Weeks
Free
Brochure
Skills Covered:
Mathematical skill
Partial Differential Equations for Engineers Solution by Separation of Variables

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Certificate

Partial Differential Equations (PDE) For Engineers: Solution by Separation of Variables

Modelling is imperative for understanding a large-scale process’s dynamics. Undertaking the process’s model equations-based virtual experiments, one can optimise operating conditions or/and design the systems efficiently. In most of these practical procedures, model equations deal with numerous parameters, ultimately resulting in partial differential equations (PDEs). The Partial Differential Equations (PDE) For Engineers programme helps candidates obtain holistic knowledge about this.

This four-week course in Partial Differential Equations (PDE) For Engineers: Solution by Separation of Variables by Swayam is an elective programme. Here, students will learn about the various solutions undertaken by process engineers to solve PDEs, including the separation of variables, which is this training’s primary focus. Falling under the ‘Mathematics’ category, this is a PG/UG-tier curriculum.

This training aims to establish solution technique skills among students, helping them become fluent in solving PDEs for various engineering applications. The curriculum also includes an optional Partial Differential Equations (PDE) For Engineers: Solution by Separation of Variables certificate. Interested applicants can obtain this by submitting all their assignments and clearing the course-end test. 

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4 Weeks
Free
Brochure
Skills Covered:
Mathematical skill
Mechanical Operation

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Certificate

Mechanical Operation

Many products today are manufactured in the particulate form. These include pigments, cement, ceramic, catalysts, and pharmaceuticals. Understanding the physical mechanisms of these products and adequately handling their fine particles is a crucial step in manufacturing. The course in Mechanical Operation will teach you about the design and characteristics of these fine particles. 

The candidates who enroll in the Mechanical Operation course will gain knowledge about the Science and Technology of particulate matter. This multidisciplinary field integrates several scientific disciplines and provides a well-rounded experience.  The candidates will also learn about the critical physical process related to particles, solving mathematical equations, and the important tenets of particle size reduction.

This 4-week long course in Mechanical Operation by Swayam is taught by experienced faculty from IIT Roorkee. This is an undergraduate-level course, wherein Swayam will test candidates in their skills through regular assignments. The programme is free for all and the certification, which is paid, is optional. 

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4 Weeks
Free
Skills Covered:
Knowledge of engineering
Inspection and Quality Control in Manufacturing

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Certificate

Inspection and Quality Control in Manufacturing

Swayam offers the Inspection and Quality Control in Manufacturing online course as an elective course with a duration of four weeks. The course curriculum is replete with helpful learning resources, including multimedia video lectures, books & references, weekly assignments, and a discussion forum online. 

The Inspection and Quality Control in Manufacturing certification syllabus has been curated by IIT Roorkee. The curriculum is divided into two primary parts: destructive and non-destructive testing.  

Throughout the Inspection and Quality Control in Manufacturing course, you will learn how to identify and diagnose problems in different kinds of materials. Also, ways to resolve the defects immediately. This way, you will become adept at testing material samples and measuring the fault expertly. 

After completing the Inspection and Quality Control in Manufacturing certification program, you will have in-depth knowledge of the inspection and measurement techniques necessary for maintaining quality control during production. 

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4 Weeks
Free
Brochure
Skills Covered:
Quality control
Convective Heat Transfer

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Certificate

Convective Heat Transfer

Convective Heat Transfer online programme aims to provide a comprehensive understanding of convection. Convection is a significant form of heat transfer linked to fluid mechanics and thermodynamics. Swayam and IIT Roorkee have collaborated and designed this free short-term course for students interested in learning about convective heat transfer.

Moreover, the Convective Heat Transfer certification belongs to the ‘Mechanical Engineering' subject category and is an elective course. The course can be finished in four weeks. The curriculum goes into detail to explain mass transfer analogies and phase change heat transfer. You can also learn the fundamental concepts with the help of mathematical examples, derivations and weekly assignments.

Furthermore, the Convective Heat Transfer training will help you earn a course certificate after finishing all the modules in four weeks. There are three criteria to obtain a soft copy of the certificate that NPTEL can verify. The certificate will carry the logo of IIT Roorkee.

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4 Weeks
Free
Brochure
Skills Covered:
Knowledge of engineering
Two Phase Flow and Heat Transfer

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Certificate

Two Phase Flow and Heat Transfer

Two-phase flows are encountered in various industrial processes such as nuclear reactor technology, chemical processes, power generation, food production, automotive industries and aerospace. That is why the  Two-Phase Flow and Heat Transfer programme will provide a thorough understanding of two-phase flows with and without phase change. 

Two-Phase Flow and Heat Transfer certification is a four-week elective course that is approved by AICTE as an FDP course. This is an online course wherein the course material will be available on Swayam, the online learning platform. The syllabus of this course has been curated by the faculty of the Indian Institute of Technology, Roorkee in association with NPTEL.

Two-Phase Flow and Heat Transfer is a UG/PG course in mechanical engineering. The course will be taught by Dr Arup Kumar Das of IIT Roorkee. The course also offers certification. You need to have knowledge of fluid mechanics and heat transfer to be able to comprehend this course completely.

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4 Weeks
Free
Skills Covered:
Knowledge of engineering
Machining Science

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Certificate

Machining Science

The Machining Science certification training spans four weeks, enabling you to complete essential machining topics quickly. It is an online program approved by AICTE and delivered by Swayam. The program receives industry support from manufacturing, automobile, and aeronautical industries.

Machining Science online program will primarily focus on machining processes and metal cutting techniques. It also covers topics like mechanics of metal cutting, machining economics, friction in metal cutting processes, and measurement of cutting forces. You will gain an in-depth understanding from a theoretical and practical point of view.

The learning process of the Machining Science online course includes weekly assignments, readings, and video lectures. You also get access to an online forum where you can clear all your doubts and get in touch with course instructors. As for the course instructor, you will be taught by Prof. Sounak Kumar Choudhury, a faculty at IIT Kanpur. You can also earn an e-certificate by appearing for the final test conducted by Swayam.

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4 Weeks
Free
Skills Covered:
Knowledge of engineering
Manufacturing Processes-Casting and Joining

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Certificate

Manufacturing Processes - Casting and Joining

We need to go through various processes to get a finished product from the raw material. These manufacturing processes include metal removal or mass removal, constant mass operations, casting, welding, etc. This mechanical engineering course on Manufacturing Processes - Casting and Joining by Swayam places emphasis on two primary techniques: casting and welding. 

Throughout the course duration of four weeks, the Manufacturing Processes - Casting and Joining syllabus will touch upon various casting processes and characteristics. Candidates will analyze various casting aspects like how the riser and gating systems are designed under the guidance of Professor Sounak Kumar Choudhury. 

This Manufacturing Processes - Casting and Joining certification course gives students the chance to earn a verifiable certification by IIT Kanpur and NPTEL and learn from esteemed IIT Kanpur faculty. This is a course of the undergraduate level and has no prerequisites. Anyone interested can enroll and learn from this MOOC for free.

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4 Weeks
Free
Skills Covered:
Knowledge of engineering
Smart Materials and Intelligent System Design

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Certificate

Smart Materials and Intelligent System Design

The Smart Materials and Intelligent System Design certification course aim to introduce you to the domain of advanced functional materials. During the programme, you will get proficient in the foundational concepts of smart materials. You will explore common smart materials such as magnetostrictive and piezoelectric materials, electroactive polymers, etc.

The Smart Materials and Intelligent System Design programme by Swayam is a four-week-long online course brought to you by the Indian Institute of Technology (IIT), Kanpur. The course is also approved by the AICTE. You will study various topics covering composites, control systems, materials, basic electronics, and informatics. This elective course also offers a digital certificate after fulfilling the specified criteria.

Through the learnings of the Smart Materials and Intelligent System Design training, you will realise the importance of smart materials in developing actuators and special sensors for a host of industrial applications. These include defence, medical, aerospace, manufacturing, and other specific engineering applications.

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4 Weeks
Free
Skills Covered:
Knowledge of engineering

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