1258 Courses and Certifications

NPTEL Courses & Certifications 2025

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From the year 2014, NPTEL began the initiative of offering online certification to its students. With tons of registered users and a huge number of courses, it has become a familiar online learning platform.

The NPTEL online courses are developed and taught by faculty members who are from renowned institutions like IITs and IISc. The content includes video lectures, lecture notes, assignments, quizzes, and discussion forums, that offer learners a comprehensive experience of learning.

About 3 hours every week video content is released coupled with an assignment that is further evaluated and provides the student with a score that is added to their final score when receiving a completion certificate for NPTEL online certification courses.

NPTEL - Overview

  • 3000+ Unique Courses
  • Online Lectures
  • Self-Learning possible
  • Learning Initiatives by IITs and IISc
  • 2.5 crore enrollments
  • Funded by the Government of India
  • 80+ Industry associates
  • 5900+ LC colleges
  • Job-ready Certificates
  • Affordable Costs
  • Course Completion Certificates

About NPTEL Courses

There is a plethora of NPTEL online courses that focus on acquiring knowledge on varied kinds of topics. Different IITs and IISc have collaborated with  NPTEL to offer courses on principles like public healthgeneral management, human resources, data analytics, and more.

This online learning provider considers teaching with the help of pre-recorded YouTube videos. The NPTEL free online courses tend to give soft-skills training and internship opportunities for course toppers. Sometimes even live sessions are held to assist students with their learning process.

NPTEL Collaborations and Accreditations

NPTEL has partnered with around 4500+ colleges making each one and has an NPTEL local chapter. Every college has a coordinator that is in regular touch and each college has a coordinator with whom NPTEL keeps on working closely. The NPTEL certificate courses are approved both by UGC and AICTE.

NPTEL Industry Partnerships

World-famous companies like IBM, Infosys, Vunet, and Tech Mahindra, are the top-rated NPTEL industry partners for imparting the newest job-relevant skills along with industry tools. These partners are responsible for cross-skilling and up-skilling the existing workforce. CSR initiatives are also seen as part of the NPTEL association.

Types of NPTEL Courses

NPTEL online courses are widely in demand. Not only are the certificate programmes designed for aspirants individually but many employees of the same organisation can learn this together. These NPTEL free online courses can develop both personal and professional skills.

The table below shows some of the major study fields in which the best online courses are available. Here’s the NPTEL courses list below:

NPTEL India

A lot of students and professionals from India resort to NPTEL to learn new skills through NPTEL online courses. NPTEL has developed countless NPTEL certificate courses in domains like human resource management, python, and programming.

These courses have been designed with high-profile institutes and organisations in India. Some of these NPTEL online courses are offered by IIT Bombay, IIM Calcutta, and IIT Guwahati.

FAQs

Q: What is NPTEL's full form?

Ans: The full form is The National Programme on Technology Enhanced Learning, and it is an Indian e-learning platform for university-level certificate courses.

Q: Do NPTEL certificates hold any value?

Ans: The NPTEL certificate certainly has benefits and is valuable; it is recognisable by IITs and IISC.

Q: Are NPTEL courses online available free of cost?

Ans: The courses are all free to learn but students need to deposit Rs. 1000 to sit for the final exam and obtain a certificate.

Q: How many times does NPTEL offer courses in a year?

Ans: NPTEL Certification courses are offered during the sessions January-June, and July-December.

Q: Can one use the NPTEL certificate in my resume?

As long as the certification courses are relevant to the job, one can surely include them on their resume.

Career Category
Specialization
Job Role
Skills
Remote Sensing Essentials

Offered by

Certificate

Remote Sensing Essentials

Are you interested in knowing the essential concepts of remote sensing? Here you have a chance to learn from one of the reputed IITs. Remote Sensing Essentials is a 12-week-long online course on remote sensing offered by Swayam in association with  IIT Roorkee. The online course will guide you through different aspects of remote sensing and will help you explore the fundamentals of satellite-based digital image processing and remote sensing technologies and tools. 

Remote Sensing Essentials Certification Course, administered by Swayam, is an FDP programme that is approved and recognized by the All India Council for Technical Education (AICTE). The Remote Sensing Essentials online course is an elective programme that is prepared and supervised by Prof. Arun K. Saraf who is a professor at IIT Roorkee. The course is basically a free online programme and the learners can pursue it completely free of cost except for certification. To be eligible for the certificate of completion, the learners must appear for an exam that demands an exam fee of Rs 1,000. The expected candidates for the course are undergraduate, postgraduate and PhD students in the civil engineering field who want to learn more about remote sensing.  

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12 Weeks
Free
Microwave Remote Sensing in Hydrology

Offered by

Certificate

Microwave Remote Sensing in Hydrology

The Microwave Remote Sensing in Hydrology Remote Sensing in Hydrology certification course is a three months online program. Even though the program is provided using the Swayam platform, the Indian Institute of Technology Bombay and NPTEL firms have established this certification program, which was created by IIT Bombay.

The  Microwave Remote Sensing in Hydrology training covers the fundamentals of passive and active microwave remote sensing with applications in civil engineering (hydrology, meteorology), as well as the ideas of processing microwave images using free and open-source programming languages like Python.

This course will give a general overview of how to get students ready to read and understand microwave data for difficult water-related scientific and policy problems. This course will be valued and commended by ERDAS, RMSI, and other companies with a remote sensing and GIS applications division. Prof. J. Indu explains this certificate course.

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12 Weeks
Free
Skills Covered:
Knowledge of Python
German - II

Offered by

Certificate

German – II

The German – II by Swayam is the A2 level course designed to help the participants gain the A level language competence according to the European Common Language Framework. It will help the participants broaden their learning and understanding of the German language. The candidates will further build their grammatical structures in German. The candidates will enrich their German vocabulary. The candidates will be able to communicate better in daily life situations and develop intimacy with the German culture.

The course is offered through NPTEL on the Swayam platform. The candidates will receive practice materials and book references on the course website. The course is practice-based and focuses mainly on practical implications. The Swayam platform is government-initiated. This course is approved by AICTE. The program has been verified by The Indian Institute of Technology Madras. 

The German – II certification is a government-approved authentic certificate of achievement. It will be provided in the e-format. It can be shared on all kinds of platforms such as Facebook, Instagram, Linkedin, and many more. The certification will help those candidates who are working with German organizations or have plans to work there. It will also help students aspiring to study in Germany.

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12 Weeks
Free
Skills Covered:
Communication skills Language skills
German-III

Offered by

Certificate

German-III

The goal of the German-III Certification is to achieve a level of competency in German that corresponds to B1 on the European Common Framework of Reference for Languages abbreviated as CEFR or CEF.

German III classes are designed to increase your proficiency in the language to the point where you can pass B1-level exams offered by certifying organizations.

All students get a German - III Certification from the Indian Institute of Technology Madras (IIT Madras) under the Swayam Initiative by the Government of India. 

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12 Weeks
Free
Skills Covered:
Language skills
Engineering Drawing and Computer Graphics

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Certificate

Engineering Drawing and Computer Graphics

The Engineering Drawing and Computer Graphics course is available online on the Swayam platform. Swayam is an initiative by the government of India to bridge India’s digital divide. The courses are free of cost and the course material is prepared by some of India's best teachers. 

Candidates who wish to earn the Engineering Drawing and Computer Graphics certification need to complete the required assessments for the course and pay the fees to sit for a proctored end-term exam. All steps of the manufacturing process of a product involve presenting ideas in graphical formats known as engineering drawing and computer graphics. The course is designed by Professor Rajaram Lakkaraju, a faculty member of the Dept. of Mechanical Engineering of IIT Kharagpur.

The Engineering Drawing and Computer Graphics training course by Swayam gives candidates a base in computer design, 3D designing, and the basics of technical drawings. Swayam certified candidates can find jobs in various petro, automotive, and process industries like TATA Steel, TATA Motors, SHELL, ONGC, HAL, SAIL, BARC, BHEL, GE, Airbus, Reliance, etc. 

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12 Weeks
Free
Skills Covered:
Knowledge of engineering
International Trade Theory and Empirics

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Certificate

International Trade - Theory and Empirics

The International Trade - Theory and Empirics certification course provide a theoretical and analytical framework to understand recent policy changes and trade strategies. The programme goes over a lot of empirical evidence, along with topics like the pure theory of trade, gains from trade, and the basis of trade. Various advanced-level ideas on trade barriers and strategies are also incorporated.

Moreover, the International Trade - Theory and Empirics programme syllabus discusses various aspects of trade protectionism in the context of the tariff, quota, and subsidies. The latest non-tariff measures such as SPSs and TBTs are also glossed over. AICTE has approved this programme as an FDP (Faculty Development Programme) course.

The International Trade - Theory and Empirics online training are instructed by Prof. Pratap C. Mohanty, who hails from the esteemed IIT Roorkee. He curates and teaches all the video lectures provided. Lastly, upon completion, you can earn an e-certificate from Swayam, provided that you have submitted all the assignments diligently and cleared the final exam.

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12 Weeks
Free
Skills Covered:
Knowledge of Economics
Certificate

Introduction to Modern Indian Political Thought

Modern Indian political thought is an intriguing topic of academic discussions and arguments. The Introduction to Modern Indian Political Thought program by SWAYAM is a 12-week-long course that aims to teach the concepts related to Indian politics and its society as a whole. Learners will analyze numerous opinions and sets of intellectual conventions in modern India that continue to resonate in our contemporary politics.

The Introduction to Modern Indian Political Thought certification course is crafted by the Indian Institute of Technology, Guwahati. It acquaints the students to some of the most influential Indian thinkers. Also, candidates will understand how their ideas and vision helped define the political and social landscape of modern India, with the help of Professor Mithilesh Kumar Jha.

The Introduction to Modern Indian Political Thought training also discusses some of today’s political challenges, including democracy, nationalism, caste, secularism, and cosmopolitanism. This elective course also provides an e-certificate when candidates undertake SWAYAM’s test and fulfill the specific eligibility criteria.

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12 Weeks
Free
Skills Covered:
Knowledge of political science
Certificate

Introduction to Western Political Thought

The ‘Introduction to Western Political Thought’ online course is an elective course provided on the Swayam online educational platform. This training program is developed and offered by the Indian Institute of Technology Guwahati in association with the National Program for Technology Enhanced Learning. 

The western political thought course is instructed by Dr. Mithilesh Kumar Jha, from the department of humanities and social sciences in IIT Guwahati teaching political science. The course deals with the significant philosophers and their ideologies that influenced and shaped western political thought. The training is conducted for twelve weeks and is a part of the humanities and social sciences categorization. The ‘Introduction to Western Political Thought’ is a faculty development program approved by the All India Council for Technical Education. The students of this course will build a strong theoretical foundation of western political ideas and will gain three credit points after the course completion.

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12 Weeks
Free
Skills Covered:
Knowledge of political science Knowledge of Sociology Knowledge of history
Introduction to Cultural Studies

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Certificate

Introduction to Cultural Studies

The Introduction to Cultural Studies online course deals with culture by drawing on psychology, political theory, and various other disciplines. From defining culture to looking at culture through different lenses, the program approaches cultural identities as socially constructed categories. This course also investigates culture from the perspective of identity, authority, and knowledge. 

The Introduction to Cultural Studies certification syllabus includes essential terms and concepts like Homi Baba'sThe other question’, George Orwell'sShooting an elephant’, Bell Hooks ‘Understanding patriarchy’, Judith Butler'sGender Trouble’ and much more. Students also receive rich downloadable materials and a list of books to use as references for further studies.  

Taught by Dr. Avishek Parui, from IIT Madras, the Introduction to Cultural Studies online course is engaging and helps candidates develop a holistic perspective to the concept of culture. The online program also gives regular assignments to help students improve and evaluate their progress.

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12 Weeks
Free
Skills Covered:
Cultural sensitivity
Introduction to Political Ideologies - Contexts, Ideas, and Practices

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Certificate

Introduction to Political Ideologies: Contexts, Ideas, and Practices

The Introduction to Political Ideologies: Contexts, Ideas, and Practices online course is designed to teach how political membership, human action, ideas of state, and human nature are rooted in political events and activities. The esteemed Indian Institute of Technology, Madras has put together this program. It is also an FDP course approved by the AICTE.

The Introduction to Political Ideologies certification course also enables learners to form reasoned judgments about political incidents and events. A wide range of ideas and contexts will be discussed throughout the course. These include Marxism, Fascism, Ecologism, Liberalism, Nationalism, and more.

The Introduction to Political Ideologies: Contexts, Ideas, and Practices program by SWAYAM is a 12-week-long online course that delivers knowledge through theories and practical examples. The students will deeply understand the political ideologies in the light of recent or current events like social developments, court rulings, or significant policies. The training is provided at the postgraduate/undergraduate study level.

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12 Weeks
Free
Skills Covered:
Knowledge of political science
Modern Indian Writing in Translation

Offered by

Certificate

Modern Indian Writing in Translation

The Modern Indian Writing In Translation online course belongs to the Department of Humanities and Social sciences and is suitable for undergraduates as well as postgraduate students. The programme covers the information regarding Indian literature, its history, works in different regional languages, modern aspects of Indian literature, etc. Candidates who pursue this course will get to know about modernism, literary traditions, regionalism, and many more relevant topics. The course is offered by IIT, Madras.

Candidates will be provided with reference for external reading and study material by the platform. Participants can appear for the Modern Indian Writing In Translation certification exam if they seek to achieve a certificate upon the completion of the programme. The exam will be conducted in offline mode by the creator of the course and students will have to register themselves for the same by paying the exam fees. Candidates are free to go for a detailed learning experience and take as much time as required to sufficiently complete the Modern Indian Writing In Translation certification syllabus. The course does not require any specific timetable and is a self-paced course. The online programme includes case studies, tests, assignments, discussions, and activities for students to get a better understanding of the topics.

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12 Weeks
Free
Skills Covered:
Knowledge of history
The Nineteenth-Century English Novel

Offered by

Certificate

The Nineteenth - Century English Novel

Structured as a core course The Nineteenth-Century English Novel training will be providing comprehensive knowledge about nineteenth-century novel-writing techniques. The Nineteenth-Century English Novel certification syllabus will be introducing the registered student to the features of novel-writing in nineteenth-century Britain. 

The Nineteenth-Century English Novel certification benefits the students by providing the students with a close study of the significant novels namely- Charles Dickens’ A Tale of Two Cities, Jane Austen’s Persuasion, and R.L.Stevenson A Strange Case of Dr. Jekyll and Mr. Hyd. Students after completing the online course on The Nineteenth-Century English Novel by Swayam the applicants will be able to understand the nature of the plots that are being used and they will also be learning about the complexities that very involved with respect to the relation in the cultural and social impulses of the nineteenth century period.

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12 Weeks
Free
Skills Covered:
Knowledge of history
Industrial Safety Engineering

Offered by

Certificate

Industrial Safety Engineering

The ‘Industrial Safety Engineering’ online course is a study about the different aspects and operations of safety involved in engineering systems in the industry. This training program is a National Program for Technology Enhanced Learning online course and is provided on the Swayam online education platform. The elective course for postgraduate level students is offered by the Indian Institute of Technology Kharagpur.

This faculty development program is conducted for twelve weeks for the students belonging to domains of engineering, science, and management. The course on engineering safety systems is approved by the All India Council for Technical Education.

The course educator for the ‘Industrial Safety Engineering’ online training is Dr. Jhareswar Maity, faculty from the department of industrial and systems engineering at IIT Kharagpur. The students in this online course can earn three credits after completion of the program and will receive the course completion certificate fulfilling the required mandates.

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12 Weeks
Free
Skills Covered:
Mathematical skill Knowledge of engineering Knowledge of science Civil Engineering skills
Introduction to Industry 4.0 and Industrial Internet of Things

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Certificate

Introduction to Industry 4.0 and Industrial Internet of Things

Introduction to Industry 4.0 and Industrial Internet of Things program is the result of an initiative of the Ministry of Education, Government of India. It is an AICTE approved FDP course that focuses on how industrial processes have changed through the integration of modern technology. These modern technologies include sensors, computational processing, communication, machine learning, the internet of things data analytics, the industrial internet of things, and much more. the Introduction to Industry 4.0 and Industrial Internet of Things certification is designed by IIT Kharagpur, an esteemed institute of education. The educator of the course will be professor Sudhip Mishra, a highly reputed professor with numerous awards. 

Introduction to Industry 4.0 and Industrial Internet of Things is an online course. Participants will be taught the syllabus for a duration of twelve weeks. Along with video lectures, the participants will also have case studies, periodic assignments, and a final exam to help them imbibe maximum information from the course.

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12 Weeks
Free
Skills Covered:
Machine learning Data science knowledge Knowledge of cloud computing
Patent Law for Engineers and Scientists

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Certificate

Patent Law for Engineers and Scientists

The Patent Law for Engineers and Scientists certification course offers candidates a good understanding of the law of patent. The course offers the aspirants a better grip of learning on the fundamentals of the analysis. Experts will be conducting the sessions and exposing them to various industries based on their experience.

All the terms have been discussed with examples in the course. Discussion forums have been kept for every module so that the candidates are able to have crystal clear learning on every terminology. Quizzes comprises questions which are on the topic held by IIT Madras. Requirements of patentability have been laid emphasis on during the patent law for engineers and scientists nptel online course.

The Patent Law for Engineers and Scientists training also comes with certification where the candidates can use the certificate for applying in any of the industries. The candidates will gain skills on drafting a patent specification and several implementations of person skilled art. The video lectures can be watched depending upon the availability of the course.

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12 Weeks
Free
Skills Covered:
Knowledge of law
Global Marketing Management

Offered by

Certificate

Global Marketing Management

The Global Marketing Management certification course focuses on making enrolled students more aware about the dynamics and dimensions of the global market and how to manage it through different methodologies and implementation of theories. The course will begin with the global market central module occupying a significant and growing portion of the overall business of the planet.

Today, almost all businesses, big and small, are influenced by world events and competition because most export output and secure suppliers from foreign countries. The Global Marketing Management training will help the students to grab the understanding of why it is necessary to consider the success of most managers, regardless of the scale of the sector, from a global viewpoint, to approach their operational strategies.

In view of the above, this course provides a fresh, updated analysis of the global business environment and successfully combines a comprehensive global business review with an exhaustive discussion of what is happening in the global market. The Global Marketing Management certification will give expressive and immense structure of the benefits.  This is a core programme that is structured within the duration of Twelve weeks along with the compilation of the course with certification.

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12 Weeks
Free
Skills Covered:
Marketing skills
Integrated Marketing Communication

Offered by

Certificate

Integrated Marketing Communication

Integrated Marketing Communication Certification is developed with a blend of theoretical lectures and various examples which will provide insights into real-life scenarios. It is the process of unifying a brand’s messaging for making it the same across all media platforms that the brand does use for its target audience.

Integrated Marketing Communication Classes will help participants get familiarized with the integration of marketing communication modes and strategies for building brands.

All students enrolling for the course get an Integrated Marketing Communication Certification from the Indian Institute of Technology Roorkee (IIT Roorkee) under the Swayam Initiative by the Government of India. 

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12 Weeks
Free
Skills Covered:
Marketing skills
Management of Inventory Systems

Offered by

Certificate

Management of Inventory Systems

The onset of globalisation and liberalisation in the Indian economy has increased the amount of competition faced by Indian industries. To ensure continuous improvement, there must be a focus on inventory/ material management systems. The Management of Inventory Systems certification course aims to provide training in this domain.

The course on Management of Inventory Systems by Swayam falls under the Management domain and is created by IIT Kharagpur. It is divided over 12 weeks and consists of 30 hours worth of lectures and video tutorials. The contents of the curriculum are highly comprehensive and relevant to the current industry scenario, as this is a core course at the university level.

This programme is an AICTE-approved FDP course and candidates can enrol for free. Throughout the course, students will work on 12 graded assignments, whose score will go towards calculating their final score. Candidates enrolled in the Management of Inventory Systems online course will learn about the various problem areas in inventory management, how to deal with risk, uncertainty, etc.

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12 Weeks
Free
Skills Covered:
Supply Management
Advanced Probability Theory

Offered by

Certificate

Advanced Probability Theory

Advanced Probability Theory program is a core course in mathematics designed for undergraduate and postgraduate students who want to learn probability concepts from Kolmogorov’s Axioms. This financial industry-supported course will cover a variety of topics in 12 weeks.

Advanced Probability Theory certification will be conducted through a series of online lectures and regular assignments. Participants of the course can also appear for the final exam in person and gain a certificate upon passing all the criteria.  The educator for this course is Professor Niladri Chatterjee from IIT Delhi. 

Advanced Probability Theory will go through topics such as cumulative function distribution, probability density function and provide an introduction to the concept of a random variable. Participants will also learn about probability distributions, the function of one or two random variables, and the overview of order statistics. This is an AICTE approved program that also provides a list of books and references for the benefit of the participants.

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12 Weeks
Free
Skills Covered:
Statistical skills
Certificate

Discrete Mathematics

Mathematical concepts are often complicated, and you might get bored learning them through the traditional chalk and board method. Hence, IIT Ropar has developed an innovative and creative course to teach discrete mathematics through the Discrete Mathematics certification course. The 12-week-long online programme lays emphasis on problem-solving skills and logical thinking.

Discrete mathematics is a significant branch of mathematics used in machine learning, data science, and software engineering. The Discrete Mathematics- IIT Ropar online course has been designed to make learning mathematics fun for students. You can learn through a series of video lectures that include several illustrations, animations and anecdotes to ensure full understanding and retention.

Furthermore, Discrete Mathematics training by Swayam assumes no prerequisites and is open for anyone interested in learning the programme. You can attain an official certificate awarded by Swayam and NPTEL at the end of the programme by qualifying for the final certification examination and all the assignments.

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12 Weeks
Free
Skills Covered:
Mathematical skill
Ordinary and Partial Differential Equations and Applications

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Certificate

Ordinary And Partial Differential Equations And Applications

The Ordinary and Partial Differential Equations and Applications certification course is designed with complete overview of the differential equations and its relative significance. This course is a standard curriculum that is offered to UG/PG engineering or science students. It requires the presence and uniqueness of an ODE solution, homogeneous and non-homogeneous linear differential equation systems, second-order homogeneous differential equation power series solution. 

The Ordinary and Partial Differential Equations and Applications training will undertake both aspects of the curriculum in an analytical and practical manner that will help the candidate to be more productive and effective in their respective major. This course has considerable applications in numerous engineering and science areas, such as control theory, numerical analysis, dynamic systems, etc. The main motive will be focused towards the core elements of the major that have a significant role in the functioning of the problem-solving areas. 

This course will provide a quick overview of the whole curriculum in the beginning and then later it will be directed to the new modules, framework, theorems, challenges and limitations that are associated with this particular programme along with that, the candidate will be provided Ordinary and Partial Differential Equations and Applications certification that will help them to pursue further courses in same field. 

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12 Weeks
Free
Skills Covered:
Mathematical skill
Numerical Linear Algebra

Offered by

Certificate

Numerical Linear Algebra

The Numerical Linear Algebra online course has been structured as a basic and fundamental course for the students who are pursuing their postgraduate or undergraduate level degree course from the stream of science or engineering. 

The Numerical Linear Algebra certification benefits the registered students by providing them the core concepts regarding- stability of numerical algorithms, matrix algebra, stability of nonlinear systems, conditioning and condition number,  vector and matrix norms, convergent matrices, computer arithmetic, sensitivity analysis, singular value decomposition (SVD), least square solutions, algebraic and geometric properties of SVD, Power method and applications, Householder matrices and applications, QR method, Jacobi method for finding the eigenvalues of a given matrix. 

The Numerical Linear Algebra certification course will be dealing with all the real world applications of the numerical linear algebra concept in the diverse fields of - sciences and engineering. The twelve weeks course will be emphasised on topics like- control theory, numerical analysis, image processing and dynamical systems.

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12 Weeks
Free
Skills Covered:
Mathematical skill Knowledge of MATLAB
Advanced Partial Differential Equations

Offered by

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.

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12 Weeks
Free
Skills Covered:
Mathematical skill
Applied Linear Algebra for Signal Processing, Data Analytics and Machine Learning

Offered by

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.

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12 Weeks
Free
Skills Covered:
Machine learning Data science knowledge Knowledge of Big Data
Numerical Methods for Engineers

Offered by

Certificate

Numerical Methods for Engineers

The Numerical Methods for Engineers course by Swayam is designed to give an overview of various numerical methods that are of great interest to scientists and engineers. This course focuses on the numerical techniques, its analysis and its properties. The theory behind numerical methods and applications of them are also discussed. Numerical methods are mainly used by computers to solve iterative and step-wise problems which are tedious to solve by hands.

This course covers concepts like curve fitting, interpolation, regression, linear systems and mathematical concepts like algebra, integration and differentiation. Various computational tools like FLUENT, Aspen, FORTRAN and MATLAB are used for teaching. Algebraic equations are solved using open and bracketing methods like Regula-Falsi, Bisection, Secant, Multivariate Newton’s method, Newton Raphson and Fixed point iteration.

The 12-week programme comprises weekly assignments and 2.5 hours of video tutorial every week. A discussion forum for clearing the doubts of the participants is also available. This course would greatly benefit the candidate to improve their problem solving ability.

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12 Weeks
Free
Skills Covered:
Mathematical skill
Basic Calculus-1

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Certificate

Basic Calculus – 1

This Basic Calculus – 1 online course is offered by the Swayam online learning platform. It is coordinated by NPTEL. This course aims to guide basic calculus to all types of candidates irrespective of their social standing. The duration of this course is 12 weeks. The course will follow the referenced book chapters 1 to 5. The candidates will revise certain notions they learned in school and also will get introduced to new notions.

This course is primarily intended for those candidates who are at the undergraduate level pursuing Bsc. The calculus taught in this course will be an updated version of the calculus taught in schools. This course is accredited by NPTEL. The lectures of this course will be around 40-45 minutes. The instructor will solve about 100 problem exercises and show usage of graphs.

The Basic Calculus – 1 certification will have the logos of NPTEL and the Indian Institute of Technology Madras. The certification will benefit the candidates academically and professionally. The certification will be provided in the e-format. This makes it easily shareable on all platforms such as LinkedIn.

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12 Weeks
Free
Skills Covered:
Mathematical skill
Introduction to Commutative Algebra

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Certificate

Introduction to Commutative Algebra

The Introduction to Commutative Algebra program by Swayam is a twelve-week online course, designed for individuals who want to research areas such as algebraic geometry, commutative algebra, algebraic number theory, etc. It is an AICTE approved FDP curriculum, intended for postgraduate-level students.

Curated by IIT Madras, the Introduction to Commutative Algebra certification syllabus covers crucial topics such as ring homomorphism, prime and maximal ideals, Jacobson radical, module homomorphisms, submodules, and tensor product of modules. The exact properties of the tensor product and Noetherian rings are also a part of this comprehensive course. The Institute’s Professor A. V. Jayanthan will teach this course.

Moreover, the Introduction to Commutative Algebra training requires learners to have the necessary knowledge of linear algebra, basic ring theory, and group theory. Students will receive assignments and study through Swayam’s video lectures during the course. In the end, learners need to pass the final exam and meet all the certifying criteria to obtain their course certificates.

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12 Weeks
Free
Skills Covered:
Mathematical skill
Combinatorics

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Certificate

Combinatorics

The ‘Combinatorics’ online certification course is created for the students to engage and discuss the various aspects of counting and the study of patterns in this course. The students of this course will engage in enhancing their knowledge of mathematics and algebra. The free online learning course is provided by Swayam in collaboration with the National Program for Technology Enhanced Learning (NPTEL). The classes for this program are conducted online aided by lectures, videos, books, and reference materials for about twelve weeks.

The instructor for this program is Prof. Narayanan N from the department of physics at the Indian Institute of Technology Madras. The students of this undergraduate level mathematics and algebra course will gain insights into the concepts of combinatorics.

The ‘Combinatorics’ online training program equips students with the E-Certificate and credits points after successfully completing this core course approved by the All India Council for Technical Education. The students are evaluated based on their weekly assignments and final examination for the certification.

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12 Weeks
Free
Skills Covered:
Mathematical skill Knowledge of Algorithms
Basic Real Analysis

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Certificate

Basic Real Analysis

The Basic Real Analysis certification course has been designed with the aim to cover several basic concepts such as real line, differentiation as well as integration. The course prepares candidates for future courses. The theorems have been well explained so that the basics are clear for the aspirants. Theories and logics have been covered in every module of the basic real analysis course. 

The course will also be enhancing the skills of the individuals registering for the course. Discussion forums boosts up the confidence level, by offering rigorous learning during the learning phase of course. Assignments, reading sessions, video lectures and quizzes have been designed which ensures that the participants are having smooth learning.

Aspirants registering for the Basic Real Analysis online course will be able to solve the problems easily after the learning they acquire. Different terminologies such as limit superior and limit inferior have been included in the course.

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12 Weeks
Free
Skills Covered:
Mathematical skill
Optimization from Fundamentals

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Certificate

Optimization From Fundamentals

The Optimization from Fundamentals certification course is a structural framework set for improving the learning of the field in a more effective way. From its fundamentals, this course will cover the subject of Optimization. A summary of actual analysis and convexity will begin with it. Linear programming, convex optimization and nonlinear programming, complementarity concerns and algorithms for the same will cover this basis. 

With dynamic optimization, the Optimization from Fundamentals training will stop. The course will give a complete framework of what's the level of optimization in different sectors and now where it stands and what are the problems and challenges, it suffers.  

The Optimization From Fundamentals certification will give an assurance that the candidate is more effective in the respective field, which will help him to undertake the same major in their respective upcoming future. The course is more tilted towards the understanding of the core elements that play the main role in the functioning of optimization principle. The students who will get enrolled in the programme will study various elements that are so vital for the functioning of the fundamentals and Optimization from Fundamentals certification syllabus will mainly consulate with that only. 

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12 Weeks
Free
Skills Covered:
Mathematical skill Programming skills

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