Page 25 - Best Free NPTEL Courses & Certifications - Eligibility, Fees, Syllabus, Career Options

Offered by

IIT Madras (IITM) via Swayam +1

Certificate

Data Science for Engineers

Data science is the study of using machine learning techniques and statistics to analyse raw data and find patterns and information. Several industries use it to make better business decisions, and researchers employ it to test out models or theories. The Data Science for Engineers programme will explore two main concepts, Big data and Data Science.

Data Science for Engineers certification syllabus has been designed in association with NPTEL and IIT Madras. Professors Raghunathan Rangasamy and Shankar Narasimhan will teach the course, which aims to introduce participants to programming language R, familiarise them with mathematical foundations for data science, study data science algorithms, and provide practical knowledge using case studies.

Data Science for Engineers training is an eight-week online course with the option to obtain certification. Candidates will have to submit periodic assignments and appear for an end-of-term offline exam to qualify for certification. Furthermore, organisations like Honeywell, Gyan Data Pvt. Ltd., Ford, and ABB, recognise this programme, and thus, learners can seek job profiles in similar industries.

8 Weeks

₹ Free

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Skills Covered:

Data science knowledge

Offered by

IIT Kharagpur via Swayam +1

Certificate

Business Law for Managers

Business Law for Managers Certification introduces the basic principles of business law, in context with India laws. It also covers the importance and impact of the legal system on business management through reference to contract, pension etc..

Business Law for Managers Classes will help the students and employees to understand legal and regulatory issues.

All students get a Business Law for Managers Certification by Indian Institute of Technology Kharagpur (IIT Kharagpur) under the Swayam Initiative by Government of India.

8 Weeks

₹ Free

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Offered by

IIT Kharagpur via Swayam +1

Certificate

Hardware modeling using Verilog

The Hardware modeling using Verilog online course is offered by Swayam, an initiative by the Ministry of Education, Government of India. In this course, candidates will be introduced to the Verilog hardware description language during the course. The Hardware modeling using Verilog training will assist them in learning about various issues of digital circuit designing using Verilog and developing test benches. Hardware modeling using the Verilog syllabus covers digital circuit design, Verilog variables, modeling sequential circuits, modeling issues like memory, pipelining, and several case studies.

8 Weeks

₹ Free

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Skills Covered:

Designing skills Knowledge of engineering

Offered by

IIT Madras (IITM) via Swayam +1

Certificate

Introduction to Machine Learning (Tamil)

8 Weeks

₹ Free

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Offered by

IIT Kanpur via Swayam +1

Certificate

Developing Soft Skills and Personality

The ‘Developing Soft Skills and Personality’ online certification program is designed for the students to improve their soft skills and communication competencies to achieve supremacy in their profession and personality. This massive open online course is provided by Swayam and National Programme on Technology Enhanced Learning (NPTEL). The classes of this elective course are offered online through video lectures, assessments, and other online resources for eight weeks.

The instructor for this program is an English professor from the department of humanities and social sciences at the Indian Institute of Technology Kanpur, Prof. T. Ravichandran who will guide the students into gaining insights on the concepts and strategies to develop one’s personality and soft skills.

The ‘Developing Soft Skills and Personality’ certification course ensures that the students receive a course certificate at the end of the program which is valued at two credit points. This training is approved by the All India Council for Technical Education.

8 Weeks

₹ Free

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Skills Covered:

Innovative Communication skills Creativity Leadership Negotiation skills Interpersonal skills Knowledge of Psychology

Offered by

IIT Bombay via Swayam +1

Certificate

Quality Control and Improvement with MINITAB

Quality Control and Improvement with MINITAB online course is a part of the Management Studies and Operations subject category. It is an FDP course approved by the All India Council for Technical Education (AICTE). The programme has been curated by the faculty of IIT Bombay in collaboration with NPTEL and the Swayam learning platform.

The Quality Control and Improvement with MINITAB certification syllabus will introduce you to quality control concepts using MINITAB, a data analysis software. The online programme is targeted at a wide range of individuals in the management and engineering fields. It is an elective course that runs for eight weeks and includes video lectures and regular assignments to test your progress.

The Quality Control and Improvement with MINITAB online training also include an e-certificate at the end of all modules. If you wish to gain the certificate, you can register and sit in the final exam and qualify with the required score.

8 Weeks

₹ Free

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Skills Covered:

Statistical skills

Offered by

IIT Kanpur via Swayam +1

Certificate

Total Quality Management – I

The Total Quality Management certification course is an eight-week-long digital program that gives you extensive insights into the concepts of quality. You will get an overview of how nuances of quality have changed over the years starting from the historical perspective of Deming and Juran. The course teaches basic concepts related to quality assurance, fishbone diagrams, house of quality, and more.

The Total Quality Management online program will also discuss various types of sample distributions, probability distributions, and how they are utilized in quality control. You will also learn about brainstorming, the design of experiments, and relevant ideas used in statistical quality control. The course uses real-life examples, recorded lectures, and case studies to provide an in-depth understanding of the ideas.

The Total Quality Management training helps you explore different kinds of hypotheses testing procedures. You will understand the significance of these procedures and learn how inferences about quality can be drawn through them.

8 Weeks

₹ Free

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Skills Covered:

Statistical skills

Offered by

IIT Madras (IITM) via Swayam +1

Certificate

Introduction to Research

Researching skill is a very basic and instrumental skill. A plethora of students, research scholars and professionals struggle on the research front due to lack of training on the same. After receiving Introduction to Research training, they will be able to effortlessly conduct research and discover various undiscovered aspects of research including ethical research to avoid legal repercussions.

By pursuing this course, learners will surely be au courant with the important aspects of research including modelling skills and data analysis. The intent of this course is not only to bring awareness regarding the details associated with formal research but also to break the myths and common misconceptions in the minds of students so that they may perform authentic research.

The course will prepare candidates to formalise and refine their researching skills under the able pedagogy of IIT Madras faculty. They can work on their learnings by solving quizzes and assignments given generously throughout the course. This online learning program helps a person with lack of resources to obtain formal learning to know everything about research free of cost. Undergraduate students can pursue this course to prepare themselves for higher studies.

8 Weeks

₹ Free

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Skills Covered:

Research skills

Offered by

IIT Guwahati (IITG) via Swayam +1

Certificate

Development Research Methods

The ‘Development Research Methods’ online course is designed for the students to get an overview of the implementation of development methods and development research strategies while writing dissertations and theses. This massive open online course is provided by the free online education portal Swayam in collaboration with the National Programme on Technology Enhanced Learning. The course classes are scheduled online for eight weeks.

The course curriculum consists of four modules and is delivered through videos, lectures, weekly assignments, and a final examination at the end of the program. The instructor for this online training program is Rajshree Bedamatta, an associate professor teaching economics from the department of humanities and social sciences at the Indian Institute of Technology Guwahati.

The ‘Development Research Methods’ online certification program enables students to get the certificate of achievement and credit points after completing this elective course and assessments successfully. This certification course is recognized by the All India Council for Technical Education.

8 Weeks

₹ Free

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Skills Covered:

Research skills Writing skills Knowledge of Economics

Offered by

IIT Kharagpur via Swayam +1

Certificate

Decision Modeling

The ‘Decision Modeling’ online course is a free online certification program offered for the professionals and students of engineering and management to get a conceptual understanding of the strategies and details of operations research that enables optimized decision making. This online training course is provided by the Swayam education portal with the ‘National Programme on Technology Enhanced Learning (NPTEL). The classes are conducted online through videos, lectures, and other online resources for a period of eight weeks studying the course modules. The students are guided by the program instructor who is an academic and professional expert, Prof. Biswajit Mahanty, from the department of industrial and systems engineering at Indian Institute of Technology Kharagpur. This elective course, classified under the management studies and operations domain is recognized by the All India Council for Technical Education.

The ‘Decision Modeling’ online certification program ensures students receive the course certificate and credit points at end of the course after completion of the assessments and exam.

8 Weeks

₹ Free

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Skills Covered:

Decision making skills Business Management

Offered by

IIT Kharagpur via Swayam +1

Certificate

Programming in C++

While Java, C#, and Python together dominate a significant part of the programming sector, C and C++ still possess extreme significance due to their efficient nature. Moreover, C++ forms the foundation for writing Python Virtual Machine - Python Interpreter (PVM) and Java Virtual Machine (JVM). The Programming in C++ certification course brings forth this all-encompassing program to help students establish their language skills.

The Programming in C++ certification syllabus focuses on numerous vital touchpoints, including C programming fundamentals, basic data structures (list, array, queue, stack, binary tree, etc.), C++ semantics, syntax, constructs, idioms, features, and more. IIT Kharagpur’s Professor Partha Pratim Das, the course instructor, will also use assignment problems, examples, illustrating numerous OOP (Object-Oriented Programming) and OOAD (Object-Oriented Analysis and Design) concepts for a crisp understanding.

This eight-week Programming in C++ training belongs to the Programming and Computer Science and Engineering domains, set for undergraduate and postgraduate aspirants. After finishing all modules, learners can opt for the digitally-verifiable program certifications, which require clearing unsupervised and proctored tests.

8 Weeks

₹ Free

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Skills Covered:

C++ Programming skills

Offered by

IIT Kharagpur via Swayam +1

Certificate

Plastic Waste Management

Plastic waste has emerged as one of the leading waste streams in today’s world. The Plastic Waste Management online course is created to raise awareness about this issue by providing in-depth information on plastic pollution. You will understand how plastic is adversely affecting marine life, the economy, wildlife, human health, and the overall environment.

The Plastic Waste Management certification program presents a holistic view of the plastic disposal problem in Indian as well as the global context. During this course, you will study the current management techniques and better methods to limit plastic waste. The extent, character, and severity of the plastic pollution problem will be discussed extensively.

The Plastic Waste Management training by Swayam also teaches you about Extended Producer Responsibilities (EPR) concepts, risk alleviation, and Plastic Waste Management Rules 2016. You will also get acquainted with alternatives to plastic and their real-life feasibility and environment-friendliness as compared to plastic.

8 Weeks

₹ Free

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Skills Covered:

Waste Management Skills Civil Engineering skills Knowledge of Environmental Science

Offered by

IIT Bombay via Swayam +1

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.

4 Weeks

₹ Free

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Skills Covered:

Financial Management Financial knowledge Accounting proficiency Budget management Decision making skills

Offered by

IIT Bombay via Swayam +1

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.

4 Weeks

₹ Free

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Skills Covered:

Designing skills

Offered by

IIT Bombay via Swayam +1

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.

4 Weeks

₹ Free

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Skills Covered:

Designing skills

Offered by

IIT Kharagpur via Swayam +1

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).

4 Weeks

₹ Free

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Skills Covered:

Knowledge of law Knowledge of Sociology Knowledge of gender studies

Offered by

IIT Madras (IITM) via Swayam +1

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.

4 Weeks

₹ Free

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Skills Covered:

Programming skills

Offered by

IIT Kharagpur via Swayam +1

Certificate

Leadership

4 Weeks

₹ Free

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Offered by

IIT Madras (IITM) via Swayam +1

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.

4 Weeks

₹ Free

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Skills Covered:

Teaching skills

Offered by

IIT Kharagpur via Swayam +1

Certificate

Outcome Based Pedagogic Principles for Effective Teaching

4 Weeks

₹ Free

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Offered by

IIT Bombay via Swayam +1

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.

4 Weeks

₹ Free

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Skills Covered:

Knowledge of computer networking

Offered by

IIT Madras (IITM) , IBM via Swayam +1

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.

4 Weeks

₹ Free

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Skills Covered:

Knowledge of physics

Offered by

IIT Kharagpur via Swayam +1

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.

4 Weeks

₹ Free

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Skills Covered:

Knowledge of engineering

Offered by

IIT Madras (IITM) via Swayam +1

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.

4 Weeks

Beginner

₹ Free

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Skills Covered:

Knowledge of law

Offered by

IIT Roorkee via Swayam +1

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.

4 Weeks

₹ Free

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Skills Covered:

Mathematical skill

Offered by

IIT Kharagpur via Swayam +1

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.

4 Weeks

₹ Free

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Skills Covered:

Mathematical skill

Offered by

IIT Roorkee via Swayam +1

Certificate

Mathematical Modelling: Analysis and Applications

4 Weeks

₹ Free

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Offered by

IIT Roorkee via Swayam +1

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.

4 Weeks

₹ Free

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Skills Covered:

Knowledge of engineering

Offered by

IIT Roorkee via Swayam +1

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.

4 Weeks

₹ Free

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Skills Covered:

Quality control

Offered by

IIT Roorkee via Swayam +1

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.

4 Weeks

₹ Free

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Skills Covered:

Knowledge of engineering

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