Page 14 - NPTEL Courses & Certifications 2025 - Free & Paid Online NPTEL Courses

Offered by

IIT Kharagpur via Swayam +1

Certificate

Deep Learning

The availability of massive amounts of image and video data on the internet has made data interpretation and analysis a challenging affair. However, deep learning has proved to be an excellent solution to such a mammoth task. Moreover, deep learning is not only applicable to data analysis but also computer vision and natural language processing tasks. This Deep Learning - IITKGP course will help you get familiar with the concept and its applications.

The Deep Learning - IITKGP course syllabus starts with traditional machine learning methods like multilayer perceptron and Bayesian classification. Towards the end, the course will discuss modern deep learning approaches like autoencoders and convolutional neural networks. After completion, you will have the knowledge and confidence to take on challenging, real-world problems related to data analysis and automation.

By opting for the Deep Learning - IITKGP certification course, you also get industry support from Adobe, TCS, Google, and DRDO. Moreover, the course’s scheduled nature also provides you with enough motivation to study the modules and complete the course. After every module, you can find challenging assignments, which help you gauge your understanding.

12 Weeks

₹ Free

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Skills Covered:

Knowledge of deep learning

Offered by

IIT Kharagpur via Swayam +1

Certificate

Six Sigma

The Six Sigma online course focuses on the operational and strategic issues observed in process development. Students will understand Six-sigma as a measure of quality that enables them to achieve perfection through disciplined and data-driven approaches in eliminating defects. The process proves beneficial in almost all the procedures involved in transactional, manufacturing, and services.

Spread over twelve weeks, the Six Sigma training throws light on the systematic approach of Define, Measure, Analyse, Improve, and Control (DMAIC) for improving processes. This online course will provide students with a detailed understanding of different issues concerning each phase of DMAIC. This training also includes real-time industry examples, cases, and MINITAB software applications to offer learners practical knowledge.

IIT Kharagpur has specifically designed the Six Sigma certification syllabus to align with the current industry standards. Thus, the course can equally satisfy both university students' and industry-experienced professionals’ needs. Students can also obtain accreditation for this AICTE approved FDP curriculum, built for postgraduate/undergraduate learners.

12 Weeks

₹ Free

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Skills Covered:

Project management

Offered by

IIT Kharagpur via Swayam +1

Certificate

Programming in Java

The IT sector has witnessed immense growth in a relatively short period. Naturally, the demand for skilled programmers to develop useful and sophisticated software has risen. Object-oriented programming system (OOPs) was developed to meet this demand. Java is one of the best languages based on the OOP paradigm. Programming in Java certification course is designed to teach the fundamental concepts of the Java programming language.

The Programming in Java course by Swayam is a 12-week-long online certification program crafted by the Indian Institute of Technology, Kharagpur. It covers all the basic concepts of Java by providing suitable examples. The course focuses on providing theoretical proficiency and practical skills so that participants can implement their learnings.

The Programming in Java program also offers sufficient helping material and learning resources for an extensive understanding. Learners will study how Java is being utilized in internet programming, mobile applications, gaming, scientific studies, and more.

12 Weeks

₹ Free

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Skills Covered:

Java Programming skills

Offered by

IIT Guwahati (IITG) via Swayam +1

Certificate

Usability Engineering

12 Weeks

₹ Free

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Offered by

IIT Delhi via Swayam +1

Certificate

Engineering Graphics and Design

The Engineering Graphics and Design Certification course is a 12-week online program. While Swayam is utilized to deliver the course, the course syllabus is devised and endorsed by IIT Delhi. This course certificate is also conferred by the Indian Institute of Technology, Delhi, and NPTEL.

The IIT Delhi is responsible for creating and approving the course syllabus, although Swayam is used to deliver the course. Once more, the Indian Institute of Technology, Delhi, and NPTEL are the organisations that award this course certificate.

Engineering Graphics and Design training is a part of the mechanical engineering core curriculum. Professor S.R. Kale is the instructor of this certification course. This course is designed to assist students to acquire basic visualisation skills as well as the capacity to represent ideas on paper and on a computer.

12 Weeks

₹ Free

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Offered by

IIT Madras (IITM) via Swayam +1

Certificate

Feminism: Concepts and Theories

The Feminism: Concepts and Theories programme is a 12-week-long online course designed to explain notions related to feminism. During this course, you will examine the growth, journey and entire history of the feminist movement. You will develop a vision to look at the ‘emotion’ that is characterised as a one-dimensional movement.

The Feminism: Concepts and Theories training by IIT Madras aims to explore the feminist theory through written works, ethnography and case studies. This programme will also describe how gender works as a strong force in the world. Development of feminism through the years will be discussed in great detail.

The last four weeks of the Feminism: Concepts and Theories certification course will include lectures from various experts. These people belong to multiple areas of expertise such as writing, filmmaking, painting, and individuals who deal with questions of gender in many ways. This e-learning course is brought to you by the Indian Institute of Technology, Madras.

12 Weeks

₹ Free

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Skills Covered:

Knowledge of Anthropology

Offered by

IIT Madras (IITM) via Swayam +1

Certificate

Twentieth Century Fiction

As a noble initiative by the Government of India to achieve access, quality, and equity in education policy, Swayam has brought the Twentieth-Century Fiction programme as an engaging and comprehensive course for English and Cultural Studies graduates and postgraduates. Throughout the course, learners will experience the best teaching-learning resources; even the less privileged can avail themselves online learning from top IIT Madras faculty in their own comfortable spaces.

Twentieth-Century Fiction certification syllabus has been distributed over twelve weeks where learners can learn at their pace and examine along with the faculty the interplay between imperialism, embodiment, identity, and other related issues and nineteenth-century and twentieth-century fiction, wherein they will read stories, poems, and more. A calculated and thorough study of selected literary texts and their corresponding cultural contexts will help learners draw a vivid picture whilst exhaustive learning of fiction, representation, and reality.

The course is highly interactive and falls ideal for Humanities and Social Sciences students as well. Moreover, as per the UGC (Credit Framework for online learning courses through SWAYAM) Regulation 2016, certain universities might even designate the course as one from which credits can be transferred to the academic record of students.

12 Weeks

₹ Free

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Skills Covered:

Knowledge of history

Offered by

IIT Roorkee via Swayam +1

Certificate

Contextualizing Gender

Contextualizing Gender Certification will analyze an outline not only of how the concept of gender has evolved and advanced over the last 50 years, but also of how ideas about gender are changing in complex ways and how they are reflective of the new ways of gender identification, contextualized meaning, and gender nonconformity.

Contextualizing Gender Classes aim to introduce students to an interdisciplinary framework that enables them to explore and theorize the contextualized meaning and the intersectional nature of gender and culture. Gender is analyzed in a variety of ways, including as an institution, ideology, and process that organizes daily life.

All students get a Contextualizing Gender Certification from the Indian Institute of Technology Roorkee (IIT Roorkee) under the Swayam Initiative by the Government of India.

12 Weeks

₹ Free

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Skills Covered:

Knowledge of gender studies

Offered by

IIT Kharagpur via Swayam +1

Certificate

Financial Institutions and Markets

The main objective of the Financial Institutions and Markets online course is to teach about the financial system as a whole. It answers basic questions like how a financial market works, who are the participants and how returns are generated for investors. The course intricately explicates the role of regulatory bodies, insurance firm operations, risk and return concepts, the commercial banking system and mutual funds.

The Financial Institutions and Markets explores the significance, operations, growth and functions of distinctive financial institutions active in the country. Also, the impact of a financial system on the overall economic development of a nation will be explained. The programme covers the significance of provident funds, credit rating agencies, small savings and pension funds.

The Financial Institutions and Markets certification course impart valuable information on mainstream financial markets of bonds, derivatives, stocks and such financial instruments. This elective course also gives a digital certificate upon fulfilling certain criteria.

12 Weeks

₹ Free

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Skills Covered:

Financial Management

Offered by

IIT Roorkee via Swayam +1

Certificate

Financial Mathematics

The Financial Mathematics programme is an AICTE approved FDP course. It will be influential for interested candidates who want to learn about the mathematical properties and relations between economic activities and investment markets. The programme is designed by IIT Roorkee in collaboration with the NPTEL team. Professor Pradeep Kumar Jha from IIT Roorkee will be the instructor and educator for the programme.

Financial Mathematics certification course is a twelve-week course that uses video lectures, assignments, and an in-person proctored exam as learning tools. Participants of the course will be well versed in various topics such as financial transactions, portfolio investments, forecasting and analysing market developments, and much more.

Financial Mathematics by Swayam offers certification and requires its participants to have a basic foundation of mathematics and probability. It also lists books that can be referred to for additional information. Candidates need to sign up on the Swayam website to gain access to this online course. All the course material and video lectures are available for free upon enrollment.

12 Weeks

₹ Free

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Skills Covered:

Financial Management

Offered by

IIT Ropar (IIT-RPR) via Swayam +1

Certificate

The Joy of Computing using Python

The course is a thirty-hour-long course that takes up to 12 weeks of time to complete The Joy Of Computing Using Python certification syllabus. The training is an AICTE approved FDP course which is designed for the students of postgraduate and undergraduate computer science. The course is completely an online program that is made available to the students for free. The Joy Of Computing Using Python program allows the participants to have a self-paced learning experience through which they have the freedom to join or leave the session and pursue the course according to their schedules.

The Joy Of Computing Using Python online course is provided by the Indian Institute of Technology, Madras through Swayam. The training offers the candidates a chance of getting themselves a certificate towards the end of the program. The certification is e-verifiable and can be availed only after giving a scheduled exam which needs to be applied for by making a payment of the quoted amount as exam fees. The Joy Of Computing Using Python certification course consists of the study material such as video or audio lectures, assignments, case studies, self-assessed tests, and other activities to provide a better learning experience to the students.

12 Weeks

₹ Free

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Skills Covered:

Knowledge of Python

Offered by

IIT Kharagpur via Swayam +1

Certificate

Educational leadership

The ‘Educational leadership’ online certification course is offered as a massive open online course to enhance the significance of leadership in educational organizations that leads them towards development. The students are given an opportunity to discuss the tools and techniques to gain leadership skills within the context of an educational institution. This free online course is provided by the Swayam online portal and the National Programme on Technology Enhanced Learning (NPTEL). This elective course is approved by the All India Council for Technical Education and is conducted for eight weeks through an online virtual environment.

The course instructor for this program is Prof. Atasi Mohanty from the center for education technology at the Indian Institute of Technology Kharagpur. The candidates of this training will acquire theoretical and practical knowledge of the concepts of educational management and administration. The students of the ‘Educational leadership’ online training program are given the certificate and credit points for this humanities and social sciences program.

12 Weeks

₹ Free

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Skills Covered:

Leadership Teaching skills Critical thinking Managerial skill

Offered by

IIT Roorkee via Swayam +1

Certificate

Leadership and Team Effectiveness

Leadership and Team Effectiveness Certification will discuss understanding by leadership, who is the leader? What type of leadership can a person do or perform? And what a leader has to perform as a leader of the group.

Also the difference between a manager and a leader: who is a manager? His job in planning, organizing, leading, and controlling and how a leader performs the job of a leadership activity will be taught in the course.

Leadership and Team Effectiveness Classes aim to explain the patterns of leadership roles for team effectiveness in noneconomic organizations compared to economic organizations.

All enrolled candidates get a Leadership and Team Effectiveness Certification from the Indian Institute of Technology Roorkee (IIT Roorkee) under the Swayam Initiative by the Government of India.

12 Weeks

₹ Free

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Skills Covered:

Leadership

Offered by

IIT Kharagpur via Swayam +1

Certificate

Concepts of Thermodynamics

Thermodynamics today has emerged practically as one of the most important branches of physics as it deals with the conversion of energy into heat and is the solution to various engineering problems. It was originally introduced during the 19th century when the Industrial Revolution was at its peak, and today we can detect thermodynamics in engines, generating electricity, riding a bike, and even moving an aeroplane.

Not just these, Thermodynamics today is part of major industries like iron and steel, power generation, food processing, air conditioning, refrigerators. Swayam Concepts of Thermodynamics Certification Course is designed to make learners understand the concept of how heat and work interact for various systems.

It contains audio-visual themed material through which students can thoroughly understand the concepts of thermodynamics. This also comes with practice tests so students can keep track of their progress.

The best part of this course is the online forum created where students can clear their doubts from the top-notch faculty members. The course is intended for b.tech undergraduates and teachers of undergraduate thermodynamics.

This is an undergraduate level mechanical engineering course. This course is made to make sure students learn and also get the best possible practical knowledge to understand the concepts and application of thermodynamics.

12 Weeks

₹ Free

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Skills Covered:

Knowledge of physics

Offered by

IIT Madras (IITM) via Swayam +1

Certificate

Thermodynamics for Biological Systems: Classical and Statistical Aspect

Thermodynamics for Biological Systems: Classical and Statistical Aspect certification course offers the aspirants firm learning on the different relevant principles of thermodynamics. The different principles, properties, and differences in this thermodynamics have been illustrated with relevant examples.

The topics have been jotted down keeping in view of all the latest demands and topics under this field. The candidates can enjoy the learning any time during the course, as they will be able to access the materials throughout the time when they have taken the course and understood it well.

The Thermodynamics for Biological Systems: Classical and Statistical Aspect certification syllabus will help candidates learn all the terminologies in a simpler way. The industry exposure for the students has been given the utmost importance by the experts. Modules have been designed with proper time break so that the candidates have enough time to have their hands on the different learning attributes.

12 Weeks

₹ Free

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Skills Covered:

Knowledge of physics

Offered by

IIT Kharagpur via Swayam +1

Certificate

Training and Development

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

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

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

12 Weeks

₹ Free

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Skills Covered:

Training skills

Offered by

IIT Kharagpur via Swayam +1

Certificate

Quality Design and Control

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

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

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

12 Weeks

₹ Free

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Skills Covered:

Quality control

Offered by

IIT Kharagpur via Swayam +1

Certificate

Farm Machinery

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

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

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

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

12 Weeks

₹ Free

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Skills Covered:

Knowledge of engineering

Offered by

IIT Kharagpur via Swayam +1

Certificate

Irrigation and Drainage

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

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

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

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

12 Weeks

₹ Free

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Skills Covered:

Civil Engineering skills

Offered by

IIT Kharagpur via Swayam +1

Certificate

Plant Design and Economics

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

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

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

12 Weeks

₹ Free

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Skills Covered:

Knowledge of engineering

Offered by

IIT Madras (IITM) via Swayam +1

Certificate

Leadership for India Inc: Practical Concepts and Constructs

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

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

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

12 Weeks

₹ Free

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Skills Covered:

Leadership

Offered by

IIT Roorkee via Swayam +1

Certificate

Principles of Management

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

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

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

12 Weeks

₹ Free

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Skills Covered:

Business Management

Offered by

IIT Kharagpur via Swayam +1

Certificate

Qualitative Research Methods and Research Writing

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

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

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

12 Weeks

₹ Free

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Skills Covered:

Research skills

Offered by

IIT Roorkee via Swayam +1

Certificate

Business Statistics

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

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

12 Weeks

₹ Free

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Skills Covered:

Statistical skills

Offered by

IIT Kharagpur via Swayam +1

Certificate

Ethical Hacking

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

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

12 Weeks

₹ Free

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Skills Covered:

Ethical hacking

Offered by

IIT Bombay via Swayam +1

Certificate

A Basic Course in Number Theory

12 Weeks

₹ Free

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Offered by

IIT Bombay via Swayam +1

Certificate

Accelerator Physics

12 Weeks

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Offered by

IIT Bombay via Swayam +1

Certificate

Advanced Transition Metal Chemistry

12 Weeks

₹ Free

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Offered by

IIT Bombay via Swayam +1

Certificate

An Introduction to Point Set Topology Part II

12 Weeks

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Offered by

IIT Bombay via Swayam +1

Certificate

Dynamics of Structures

12 Weeks

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