Page 2 - List of all Courses & Certifications - Eligibility, Fees, Duration, Career Options

Offered by

IIT Kanpur via Swayam +1

Certificate

Structural Geology

The Structural Geology program is approved by AICTE and offered by IIT Kanpur. It primarily focuses on structural geology fundamentals. The course layout has been specially designed to provide an introductory level understanding of this subject, which belongs to the earth Sciences category.

Knowledge of basic maths and physics will be essential in adequately completing the Structural Geology certification syllabus. Undergraduates interested in learning geology can join the course and understand the subject in detail.

The Structural Geology online course broadly covers concepts of geometry, kinematics/strain, and dynamics/stress in Earth and other planetary bodies. You will learn to use geological time scales to understand how rocks deform over time through weekly lectures by Prof. Santanu Misra of IIT Kanpur.

Moreover, you can take an optional proctored exam to receive the Structural Geology certificate and acknowledge your newly acquired knowledge. This online program also has a free registration process, so you can audit it without paying a fee.

12 Weeks

₹ Free

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Skills Covered:

Knowledge of Geology

Offered by

IIT Kanpur via Swayam +1

Certificate

Mechanics of Solids

The Mechanics of Solids training lasts for 12 weeks as an online program. The course's syllabus was chosen and designed by IIT Kanpur and is offered on the Swayam platform. The organizations that grant the course certificate are IIT and NPTEL.

The mechanics of deformable solid bodies will be introduced in this course. The main goal of the course is to give the students the skills they need to solve mechanical problems, which include performing a static analysis of a component to identify internal actions (forces and moments), calculating stresses, strains, and deformation brought on by internal actions, and comparing those results to accepted standards.

This calls for a command of the industry jargon, the ability to draw free-body diagrams, and an understanding of how materials react to loads. The ability of students to design engineering systems should improve. Prof. Priyanka Gosh explains this online course.

Also Read: Civil Engineering Certification Courses

12 Weeks

₹ Free

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Skills Covered:

Civil Engineering skills

Offered by

IIT Kanpur via Swayam +1

Certificate

Randomized Methods in Complexity

The Randomized Methods in Complexity certification course begins with introducing algorithms and circuits. It includes video lectures and references for students to learn effectively. Post-completion, learners will be able to develop error-correcting codes and pseudo-random generators. This AICTE-approved study is a Faculty Development Program (FDP) for undergraduate/postgraduate-level students.

Through the Randomized Methods in Complexity certification syllabus, students will construct expander graphs and algorithms based on logarithmic – spaces. They’ll learn through randomized algorithm examples and randomized methods for identity testing, providing hardness results for parity problems, and clique. The concepts included in this 12-week study are based on computer science, engineering, and mathematics. Learners can start the next module after completing the previous week’s topics.

This elective Randomized Methods in Complexity program is an IIT Kanpur offering. Professor Nitin Saxena from its CSE Department mentors the study. Candidates must submit one assignment per week during the course and complete all the modules. Additionally, they can register for a proctored exam to acquire the completion certificate by providing its required fees.

12 Weeks

₹ Free

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Skills Covered:

Mathematical skill Knowledge of Algorithms

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IIT Kanpur via Swayam +1

Certificate

Arithmetic Circuit Complexity

Arithmetic Circuit Complexity Certification deals with understanding the complexity of multivariate polynomials, where the measure of complexity is the size of the smallest algebraic circuit computing it and this is very similar to a boolean circuit, but now basic operations are additions and multiplications of polynomials.

Arithmetic Circuit Complexity Classes introduces the candidates to the Theoretical Computer Science in general and Arithmetic Complexity Theory in particular and this is to estimate the amount of computational resources — time, space, randomness, etc. — required to solve natural computational problems. It takes as inputs either variables or numbers, and is allowed to either add or multiply two expressions it has already computed.

All students after carrying out the required assignments to get an Arithmetic Circuit Complexity Certificate from the IITK (Indian Institute of Technology Kanpur).

12 Weeks

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IIT Kanpur via Swayam

Certificate

An Introduction to Microeconomics

As explained by the faculty at the Indian Institute of Technology, Kanpur, An Introduction to Microeconomics online course is 12-week learning in microeconomics. It assesses economic theories of individuals as enterprises and their contribution to a country’s economic landscape.

An Introduction to Microeconomics certification syllabus includes a comprehensive study of humanities and social sciences. Topics generally discussed involve core economics subjects such as market environments, price discrimination, cost functions, isoquants, and comparative statistics. The lecturers give online and book references for students to read and learn with the curriculum.

Set at a postgraduate level of study, Prof. Vimal Kumar teaches An Introduction to Microeconomics certification course. He is currently an Associate Professor at IIT Kanpur and comes from a sound professional and academic background. Students can opt for an e-certificate by paying a nominal fee and appearing for a proctored test.

12 Weeks

₹ Free

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Skills Covered:

Knowledge of Economics

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IIT Kanpur via Swayam +1

Certificate

Conservation Economics

The online certification course on Conservation Economics by Swayam will be helping the students to learn about issues such as- climate change, pollution, overpopulation, mass extinction, habitat loss, and others both through the means of lecture classes and online videos.

The students in the Conservation Economics by Swayam online course will be provided both with academic as well as academic knowledge in the said discipline. The applicants will be provided with technological solutions that will help them while mitigating plans and also while formulating policies for tackling the crisis.

The course has been structured as an elective so that students from economics or science backgrounds can learn the maximum from the course curriculum. The importance of conservation and the role it plays in the modern age will be discussed in the session. Also, the registered students will be studying conventional economics and its application so that they can build up their skills and understanding in the subject of “green economics”.

12 Weeks

₹ Free

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Skills Covered:

Knowledge of Economics

Offered by

IIT Kanpur via Swayam +1

Certificate

Microeconomics Theory and Applications

The Microeconomics: Theory & Applications certification course will make students meet the ongoing policies and their respective implementation, the candidate can understand and grab the benefits and consequences of implemented policy in a better effective manner. This is indeed a doctoral tool for teaching economic theory and how these economic actors work within the so-called business social institution, including individuals such as customers and businesses.

This is one of the classes taken by students in their M.S./M.A. 1st-semester coursework in the programme in Economics. For M.Com./M.B.A.-registered students, microeconomics may be the only course they take in economics, and it offers a sound base for the economic theory that may be beneficial in their successful jobs. The Microeconomics: Theory & Applications training will provide an immense structure framework of the economy.

This basic course is intended to provide a framework for applied studies in economics, business, or public policy. That's why several lectures on quantitative methods that are useful in applied work have been offered in this course. The Microeconomics: Theory & Applications certification will be provided in the last. Candidates will be able to use fundamental microeconomic theory and mathematical methods to answer a variety of real-life market and policy problems upon successful completion of this course.

12 Weeks

₹ Free

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Skills Covered:

Knowledge of Economics

Offered by

IIT Kanpur via Swayam +1

Certificate

Fuzzy Sets, Logic And Systems & Applications

The Fuzzy Sets, Logic and Systems & Applications by Swayam is designed in a definite structure to meet the knowledge requirements of students, researchers, and practicing engineers. The course deals with the fuzzy systems theory. The multiple values in fuzzy logic that the system deals with, are described in the course. This course also provides case studies of certain fuzzy logic usage from real-life.

This course is available on the Swayam online learning platform. Swayam provides free access to its courses. This course can be accessed on the Swayam website or from the downloaded Swayam app. This course is verified by one of the prestigious technology institutions of India, IIT Kanpur. It is supported and initiated by NPTEL and MHRD respectively.

The Fuzzy Sets, Logic and Systems & Applications certification is valuable as it is government-initiated and nationally coordinated. The certification will help all those candidates aspiring for better future opportunities. The certification will have the logos of IIT Kanpur and NPTEL. It will also have the photograph of the candidates and the final score of the candidates.

12 Weeks

₹ Free

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Skills Covered:

Mathematical skill

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IIT Kanpur via Swayam +1

Certificate

Applied Electromagnetics For Engineers

Applied Electromagnetics for Engineers is an application-oriented course. It covers all the theoretical concepts of modern electromagnetics. There is a review of the necessary mathematics, including coordinate systems, vector fields, and vector analysis. It also covers an in-depth study of transmission lines. These lines play a crucial role in high-speed digital design and the signal integrity of PCBs.

The Applied Electromagnetics for Engineers training course explains the numerical and analytical solutions to the Poisson equation and Laplace equation. Candidates will learn about inductance calculations, quasi-static analysis of capacitors and the skin effect, and Maxwell equations.

The curriculum also covers wave propagation in free-space, periodic media, and ferrites. The course also contains several case studies.

Applied Electromagnetics for Engineers programme allows interested candidates to apply and learn for free. But if candidates wish to get certified, they need to pay an examination fee of Rs. 1,000 and write a 100-mark proctored exam. Students will land exciting jobs with companies like Sterlite, GE, Analog Devices, Comsol India, Texas Instruments, Defense labs, and more.

12 Weeks

₹ Free

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Skills Covered:

Knowledge of physics

Offered by

IIT Kanpur via Swayam +1

Certificate

Principles of Signals and Systems

The Principles of Signals and Systems training is verified by NPTEL and created by IIT Kanpur with Prof Aditya K. Jagannatham. The 12-week core course has been approved by AICTE and allows credit transfer to the institution you are enrolled in.

The Principles of Signals and Systems online course teaches about the foundation of current communication, digital signal processing, and control systems. Therefore, understanding these primary signal and system analysis principles is vital for ECE, EEE, and IE students. Basic signal and system analysis tools such as LTI systems, Fourier transform, DFT, DTFT, z-Transform, Laplace transform, and much more will be discussed over the course.

You will also become familiar with concepts such as causality, frequency or impulse response, convolution, and systems stability. The Principles of Signals and Systems program is appropriate for practicing engineers, UG or PG students, and managers who want to build a strong understanding of the field.

12 Weeks

₹ Free

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Skills Covered:

Knowledge of engineering

Offered by

IIT Kanpur via Swayam +1

Certificate

Optical Communications

The Optical Communications certification course is a training which is meant for electrical engineering students. Participants who apply for this course get to know about optical communication and its latest developments that took place over the years in the industry. The programme is offered to the students by IIT, Kanpur. The course deals with the basic concepts as well as detailed concepts of the field. The course also includes the study of MATLAB models. The course belongs to the category of communication, electronics, and electrical engineering.

The Optical Communications online course offers its learning at no cost and with full study materials. The programme provides self paced training so that students have enough time to understand the concepts according to their willingness. The course provides a certificate to the students upon the successful completion of the programme if they qualify for the final exam with the given criteria.

Since the course is a self paced course, it can be completed with no time restrictions although the Optical Communications certification syllabus will be finished in 12 weeks by the mentor. Even after the completion of the programme, the notes and other study material will be accessible to the students. The course is absolutely free but the certification exam includes a cost of the quoted amount which needs to be paid as exam fees.

12 Weeks

₹ Free

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Skills Covered:

Knowledge of MATLAB

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IIT Kanpur via Swayam +1

Certificate

Advanced Partial Differential Equations

The intention behind learning the Advanced Partial Differential Equations program is to understand the physical phenomenon occurring in nature. In this course, candidates will explore the basic ideas, inner workings, and characteristics of first-order equations. They will then progress to three fundamental second-order equations.

As mentioned before, the Advanced Partial Differential Equations certification syllabus will begin with the study of first-order equations such as the Burgers equation, entropy solutions, Reinmann problem, etc. After that, the course will explore the Laplace equation, Wave equation, and Heat equation in detail.

This course is an AICTE approved faculty development program. Individuals participating in the Advanced Partial Differential Equations Certification will go through a twelve-week process where they will learn through online lectures and weekly assignments under the guidance of Professor Kaushik Bal from IIT Kanpur. Participants of the course will be eligible to achieve a certificate by scoring well in assignments as well as a final offline exam.

12 Weeks

₹ Free

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Skills Covered:

Mathematical skill

Offered by

IIT Kanpur via Swayam +1

Certificate

Applied Linear Algebra for Signal Processing, Data Analytics and Machine Learning

The Applied Linear Algebra for Signal Processing, Data Analytics and Machine Learning certification is offered by Swayam. The course will provide you with fundamental knowledge about the core concepts of Linear algebra. Linear algebra plays a significant role in a wide range of fields and has multiple applications, including data analysis, wireless communication, machine learning, finance and control, and signal processing.

The Applied Linear Algebra online programme is approved by AICTE and has been designed as an attempt to teach the cutting edge and diverse applications of linear algebra. If you are from the IT and engineering field, you will be interested in learning about the advanced concepts as they are extremely significant in multiple industries today. Thus, you can increase your knowledge and hiring prospects by enrolling on the course offered by Swayam in association with IIT Kanpur.

Besides, the Applied Linear Algebra certification will run for 12 weeks for free, and you can earn an e-certificate by taking a proctored exam. The training is a part of IIT Kanpur’s Faculty Development Programme (FDP). Apart from UG and PG students, practising scientists, engineers, and managers from various fields can purse the FDP.

12 Weeks

₹ Free

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Skills Covered:

Machine learning Data science knowledge Knowledge of Big Data

Offered by

IIT Kanpur via Swayam +1

Certificate

Engineering Thermodynamics

Engineering Thermodynamics Certification is available online, at the undergraduate level. It is a core course. It belongs to the category of Aerospace Engineering. Prof. D.P. Mishra is the instructor for the Engineering Thermodynamics Certification course on the NPTEL website.

Dr. D.P. Mishra is a professor at the Indian Institute of Technology (IIT) Kanpur, India. He works in the Department of Aerospace Engineering. He has also authored two textbooks. As thermodynamics is extensively used in the design of most engineering systems, the methodical problem-solving techniques are very well explained in great detail, in a gradual and easy–to-grasp manner, to encourage the students to develop a realistic feel for the significance of thermodynamics in industry.

This course is intended for students at the university level, interested in studying the fundamental concepts and principles of engineering thermodynamics in a thorough way. The primary emphasis is placed on the basic principles of thermodynamics.

12 Weeks

₹ Free

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Skills Covered:

Knowledge of physics

Offered by

IIT Kanpur via Swayam +1

Certificate

Manufacturing Systems Technology I and II

Manufacturing Systems Technology I & II Certification Programme is an introductory level course for undergraduates in engineering who study the structural framework of machines and large units, briefing them on manufacturing systems technology and its management. The course aptly explores the need of manufacturing enterprises to come up with cutting-edge technologies which are flexible and durable and passes on the knowledge of achieving the same to its learners.

By detailed discussion on significant topics like basic machining processes and machine tools design, the course touches upon dynamic changes which can be noticed in the business environment.

From candidates who wish to take up careers in manufacturing to professionals having a well-established career, this certification will benefit them all with its easy-to-understand pace and discussion over the technological changes witnessed by the manufacturing paradigm in the last three decades.

NPTEL has created this course primarily for learners to get a tangible educational result in the form of a certificate from the IIT Kanpur. Offered twice a year, this course is free to enrol and learn. To encourage free and quality learning, SWAYAM has opened this course for anyone to be learnt from anywhere and anytime.

12 Weeks

₹ Free

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Skills Covered:

Designing skills Knowledge of engineering

Offered by

IIT Kanpur via Swayam +1

Certificate

Computational Fluid Dynamics and Heat Transfer

The Computational Fluid Dynamics and Heat Transfer certification course is designed with a whole simplified structure that will make the learning of this particular field more evidence-based and analytic. The tools of learning for the curriculum will be supported by mathematical evidence and examples.

The Computational Fluid Dynamics and Heat Transfer certification is an attempt to explore a variety of subjects that are useful for educators, including elementary principles for unenlightened learners to state-of-the-art algorithms. The proceedings start with prelims in which, using the thorough mathematical treatment, the basic principles and techniques of finite difference, finite volume, and finite element methods are defined.

Step-by-step equations are used to illustrate the methodologies that will be taken throughout the Computational Fluid Dynamics and Heat Transfer training. The famous CFD solvers such as SIMPLE and MAC have been explored in-depth in order to allow learners to comfortably manage such programming paradigms. The particular course till the end of the program will be considered with an analytical approach to learning the particular modules of the course that will help the candidate to learn in a more practical manner and in an effective way. The course will focus on enhancing the analytical approach of the candidate to learn about the topics in a better way.

12 Weeks

₹ Free

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Skills Covered:

Civil Engineering skills

Offered by

IIT Kanpur via Swayam +1

Certificate

Computer Integrated Manufacturing

The Computer Integrated Manufacturing certification course will help candidates know about the use of computers in manufacturing and designing the application. The candidate will be exposed to the lab administration as well as while taking the course.

With the help of case studies, the candidates will be taught about the tools. Differences between CAD and CAM have been well explained by the tutors. The course also involves assignments, these are designed by the experts keeping in view of the least requirements in these topics. The tutors will be available to help the candidates at any instant.

The certificate also offers the candidates a certificate after they complete the Computer Integrated Manufacturing by Swayam course. The end-term exam assesses the learning of the candidates and helps them to have better learning. The case studies help candidates to have insights with better examples. The course offers quizzes about the benefits of manufacturing and how it benefits different computer integration.

12 Weeks

₹ Free

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Skills Covered:

Knowledge of engineering

Offered by

IIT Kanpur via Swayam +1

Certificate

Elements of Solar Energy Conversion

The Elements of Solar Energy Conversion by Swayam teaches the fundamental concepts needed to work in research endeavors and industrial installations related to solar energy technology. This course stresses topics such as irradiation prediction, the apparent movement of the sun, and intensity estimation on a tilted plane. The course supports free learning.

The Elements of Solar Energy Conversion certification syllabus further discusses crucial topics such as flat plate collectors. Students learn about thermal and photovoltaic routes for solar energy conversion and concentrating collectors of various types. This elective course is suited for undergraduate and postgraduate-level mechanical engineering students and facilitates employment in solar energy-based organizations.

Moreover, the Elements of Solar Energy Conversion online course is spread over twelve weeks. It’s recommended for learners to have basic knowledge in undergraduate and postgraduate-level thermodynamics, semiconductor physics, optics, engineering mathematics, and heat transfer. This comprehensive program is offered by IIT Kanpur and furnishes a completion certificate to all candidates who complete the course curriculum, register for Swayam’s term-end assessment, and fulfill all eligibility criteria for certification.

12 Weeks

₹ Free

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Skills Covered:

Knowledge of engineering

Offered by

IIT Kanpur via Swayam +1

Certificate

Manufacturing Process Technology I & II

The Manufacturing Process Technology I & II online training will introduce learners to the basics of machining processes and their applications in machinery and manufacturing industries. For most manufacturing enterprises, the long-term objective is to stay in business and make profits. So manufacturing industry professionals must always be aware of the dynamic changes taking place in the market environment.

To achieve this, the programme will use examples primarily based on manufacturing industries’ operations. Plenty of assignments are also available for candidates to test their knowledge. The Manufacturing Process Technology I & II course is spread over 12 weeks and is a core mechanical engineering course. This programme has been developed by IIT Kanpur and is delivered by Swayam.

The video lectures are mentored by Prof. Shantanu Bhattacharya, an esteemed professor at IIT Kanpur’s Department of Mechanical engineering. Manufacturing Process Technology I & II programme is catered towards undergraduate or postgraduate students currently a science or engineering degree. Swayam also offers a certificate to students who pass the final test and submit all the assignments.

12 Weeks

Beginner

₹ Free

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Skills Covered:

Knowledge of engineering

Offered by

IIT Kanpur via Swayam +1

Certificate

Muffler Acoustics - Application to Automotive Exhaust Noise Control

The Muffler Acoustics - Application To Automotive Exhaust Noise Control certification is an NPTEL course and aims to impart knowledge about the theory of exhaust mufflers used in the field of engineering noise control. The programme is made for undergraduates as well as postgraduates and is offered to the students by IIT, Kanpur. The course includes the fundamentals as well as a detailed explanation of the topics. Candidates who prefer to choose the Muffler Acoustics - Application To Automotive Exhaust Noise Control programme get informed about 3-D acoustic fields, different terminologies, acoustic filters, etc.

Participants will learn about 12 different chapters over a period of 12 weeks. Students are free to consume more time in completing the Muffler Acoustics - Application To Automotive Exhaust Noise Control certification syllabus than the given time. The course is provided in online mode without any payment and requires no particular time to be spared for the course. It is upon the wish of the students to attend the classes or video lectures. The programme also offers certification to the candidates. The certification can be achieved through an exam and registration fees. Students can join the Muffler Acoustics - Application To Automotive Exhaust Noise Control training at any time according to their requirements and pursue the same accordingly as it is a self-paced course.

12 Weeks

₹ Free

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Skills Covered:

Knowledge of sound

Offered by

IIT Kanpur via Swayam +1

Certificate

Turbulent Combustion: Theory and Modelling

The Turbulent Combustion: Theory and Modelling certification course is more comprehensive and analytical in nature. The course will focus on basic knowledge of combustion and is supposed to enhance the architecture of industrial combustion systems by increasing the stability of the flame, enhancing the performance of combustion, and reducing the creation of contaminants.

An integrated understanding of theoretical and numerical aspects of combustion will be discussed in this course, especially in the field of unstable turbulent combustion. The Turbulent Combustion: Theory and Modelling training is provided with each and every module of the certification syllabus. The course will later lead by the debate will continue on fundamental techniques and recent developments in the fields of turbulent combustion, thus maintaining crucial ties with the underlying fundamentals of combustion.

The Turbulent Combustion: Theory and Modelling certification will provide a structural verification that a student has successfully passed the course with effective training that will help the candidate to pursue any further course in the same respective field in the upcoming future. In this particular course, an analytical approach towards each and every module is given that will enhance the learning of the students.

12 Weeks

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Offered by

IIT Kanpur via Swayam +1

Certificate

Advanced Composites

The Advanced Composites certification course from IIT Kanpur is a 12-week online course. This online certification course is designed for those who want to perform experiments in the area of NVH. The Advanced Composites certification by IIT Kanpur will provide students with in-depth insights into the measurement process. This Advanced Composites online course is delivered via Swayam and can be pursued by engineering and science students, and also by those students who are in the industry and research organizations and working in the area of sound, NVH and acoustics.

The Advanced Composites certification syllabus is structured over 12 weeks where each lecture has a quiz helping students with the concepts better. This online course is open to all and requires no particular background, except for openness and the ability to learn and devise new ideas with ease. Upon completion of the Advanced Composites training course, students will be able to explore opportunities in the fields of Aerospace, Automotive, Composites, Railways, Power Generation and the industries addressing issues related to composites.

12 Weeks

₹ Free

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Skills Covered:

Knowledge of engineering

Offered by

IIT Kanpur , IIT Jodhpur via Swayam +1

Certificate

Applied Ergonomics

Applied Ergonomics Certification mainly explores the applied scientific discipline that is concerned with how human beings interact with the systems, equipment, and surroundings while performing tasks and other activities.

Applied Ergonomics Classes include Introduction, Physical, Cognitive, Occupational, and biomechanics aspects, and the syllabus is designed to cover work physiology, the engineering aspect of the product, improvement in cognitive capabilities, and other relevant topics.

Students undertaking the course will be able to correlate their understanding of this subject with their day-to-day activities and will be aware of concepts related to increases in human and system efficiency.

Students after carrying out the final exam get an Applied Ergonomics Certificate from the IITK (Indian Institute of Technology Kanpur) and IITJ (Indian Institute of Technology Jodhpur).

12 Weeks

₹ Free

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Skills Covered:

Knowledge of engineering

Offered by

IIT Kanpur via Swayam

Certificate

Mechanical Behaviour of Materials (Part – I)

The Mechanical Behavior of Materials (Part-1) Certification course is an 12-week online program. The course syllabus is prepared and authorised by the IIT Kanpur, even if Swayam is hired to deliver the course. The Indian Institute of Technology, Kanpur, and NPTEL are the organisations that grant this course certificate.

Mechanical Behavior of Materials (Part-1) training is a part of the Metallurgy and Material Science & Mining Engineering core curriculum. Shashank Shekhar and Sudhanshu Shekhar Singh are the instructors of this certification course.

This course aims to provide students with a fundamental understanding of materials' ability to withstand a variety of external pressures, such as stresses, environmental factors, and time, and the most important mechanical properties of materials, like tensile strength and yield strength, and their determination through testing methods.

12 Weeks

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Offered by

IIT Kanpur via Swayam +1

Certificate

Diffusion in Multicomponent Solids

The study of diffusion began in the 19th century. Diffusion is the fundamental process that controls phase transformations in metallurgical processes. Thus, it is of utmost importance to understand diffusion to manage and design new processes. Study the diffusion process and its different types and applications in the Diffusion in Multicomponent Solids online course.

IIT Kanpur has created the Diffusion in Multicomponent Solids certification syllabus offered for free on Swayam. It is a 12-week elective course. In this course, candidates will study the phenomenological and atomistic processes, study alloys and diffusion in material made out of three or more systems. The syllabus is designed to enthral those interested in studying metallurgy and material sciences.

Candidates will derive and solve equations in the Diffusion in Multicomponent Solids programme. The curriculum is aided by regular graded assignments and an optional final exam. Candidates can choose to obtain the certificate by passing the exam and paying the fee.

12 Weeks

₹ Free

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Skills Covered:

Knowledge of physics

Offered by

IIT Kanpur via Swayam +1

Certificate

Computational Complexity Theory

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

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

12 Weeks

₹ Free

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Skills Covered:

Mathematical skill

Offered by

IIT Kanpur via Swayam +1

Certificate

Data Analysis and Decision Making – I

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

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

12 Weeks

₹ Free

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Skills Covered:

Operations analysis

Offered by

IIT Kanpur via Swayam +1

Certificate

Data Analysis & Decision Making - II

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

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

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

12 Weeks

₹ Free

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Skills Covered:

Decision making skills Data science knowledge

Offered by

IIT Kanpur via Swayam +1

Certificate

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

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

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

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

12 Weeks

₹ Free

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Skills Covered:

Statistical skills Data science knowledge

Offered by

IIT Kanpur via Swayam +1

Certificate

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

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

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

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

12 Weeks

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