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
Introduction to World Literature

Offered by

Certificate

Introduction to World Literature

Swayam’s Introduction to World Literature online course introduces its candidates to the vast world of writings, produced in various languages, cultural contexts, and nations. While the program doesn’t claim to cover all time periods and every single one of their literary traditions, it does aim to familiarise learners with the English Language’s representative texts, available today. This short, 12-week training belongs to the English Studies’ and ‘Humanities and Social Sciences’ categories, set at the postgraduate level. 

An elective program, the Introduction to World Literature certification syllabus covers numerous vital learnings. These include classics such as Don Quixote, Beowulf, Indian literature from the likes of Tagore, Kamala Das, short stories, American literature like Toni Morrison, Alice Walker’s Everyday Use, critical theory, women writers, contemporary authors, and more. What’s more, IIT Madras’s renowned educator, Professor Merin Simi Raj, teaches this in-depth curriculum. 

Furthermore, the Introduction to World Literature program also furnishes course-end certificates to interested learners who sit for Swayam’s proctored exams. Upon clearing all the certification criteria and clearing the assessment, students can earn themselves an e-verifiable certificate to display their acquired knowledge in this subject.

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12 Weeks
Free
Skills Covered:
Knowledge of history
Literary Criticism From Plato to Leavis

Offered by

Certificate

Literary Criticism (From Plato to Leavis)

Literary criticism is the analysis, study and interpretation of a literary text or school of thought. It is a medium for the critic to explain and defend her judgement and evaluation of a text and provide the readers with some relevant biographical and historical information. This enriches the reader’s understanding of a literary work and helps them appreciate it more. Literary Criticism (From Plato to Leavis) by Swayam is an attempt to provide students with an understanding of the subject by analysing some significant texts.

The Literary Criticism online course is an AICTE approved Faculty Development Programme (FDP). The training is designed by the accomplished faculty of IIT Madras. The course curriculum will take you on a journey through different literary works that have been studied and analysed for decades for their brilliance and relevance.

In addition, the Literary Criticism certification by Swayam includes a digital certificate verified by NPTEL at the end of the course for those who qualify for the certification exam. Candidates can verify their certification online.  The programme belongs to the English literature studies domain.

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12 Weeks
Free
Skills Covered:
Knowledge of history
Literature, Culture and Media

Offered by

Certificate

Literature, Culture and Media

The Literature, Culture, and Media certification by Swayam is a part of the NPTEL scheme that provides free learning programmes for interested individuals. This course's curriculum aims to introduce participants to the intersections of literature, culture, and media through an interdisciplinary framework. Literature, culture, and media are responsible for generating new ideas and perspectives in the consumers and play a massive role in determining identities.

The Literature, Culture, and Media certification syllabus will touch upon and highlight some of the new forms of media that have reinvented and transformed the literary forms. Theoretical approaches and literary criticisms such as Marxism, Feminism, and Deconstruction will further explain some of the literary phenomenon and cultural aspects of popular culture.

Additionally, the Literature, Culture, and Media certification course by Swayam is suitable for all individuals interested in learning about the subject. No prior knowledge is required for enrollment. Further, the 12-week learning course falls under the Humanities and Social Science category.

...Read More
12 Weeks
Free
Skills Covered:
Cultural sensitivity
American Literature and Culture

Offered by

Certificate

American Literature & Culture

The ‘American Literature & Culture’ online course is developed for the students to discuss and study American literature and the important social and cultural movements in American studies. The students of this course will get introduced to the eminent poets and writers of American literature. The online National Program on Technology Enhanced Learning(NPTEL) training program is provided by Swayam, a free online education portal initiated by the Government of India. 

This online training is scheduled for a period of twelve weeks in this elective program for the postgraduate level students of the fields of humanities and social sciences, and English Studies.

The course instructor for this online program is Prof. Aysha Iqbal Viswamohan faculty of film studies, drama, and popular culture at the Indian Institute of Technology Madras. The learners during the course of study in this program will develop a comprehensive understanding of the literary significance of American literature. 

The ‘American Literature & Culture’ certification course helps students get an E-certificate that can be downloaded and credit points at the end of this All India Council for Technical Education(AICTE) approved course.

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12 Weeks
Free
Skills Covered:
Cultural sensitivity Knowledge of history
Literature and Life

Offered by

Certificate

Literature and Life

Literature and Life Certification are designed and structured in such a way that it helps learners make sense of their own lives through the prism of literature and get a better understanding of the relation of literature to life.

A selection of essays, poems, plays, and short stories from British, American, and Indian literature will be examined in Literature and Life Classes in order to understand and appreciate the complex but fragile human relationships at various levels, including the individual, family, society, business, politics, etc.

All students get a Literature and Life 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:
Knowledge of history
Elements of Literature and Creative Communication

Offered by

Certificate

Elements of Literature and Creative Communication

Elements of Literature and Creative Communication Certification is ideal for those who are interested in tasting the nectar of literature. Because literature is directly related to life and keeping that broad vision in mind makes students aware of the finer sensibilities of human existence.

Elements of Literature and Creative Communication Classes intend to teach the students by introducing them to literature, which represents profound and beautiful expressions of mankind, we hope to help them better comprehend and enjoy life. It includes carefully chosen readings of drama, fiction, and poetry. 

All students get an Elements of Literature and Creative Communication Certification from the Indian Institute of Technology Kharagpur (IIT Kharagpur) under the Swayam Initiative by the Government of India. 

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12 Weeks
Free
Skills Covered:
Knowledge of history
MATLAB Programming for Numerical Computation

Offered by

Certificate

MATLAB Programming for Numerical Computation

The MATLAB Programming for Numerical Computation certification is an eight-week elective course. This multidisciplinary program falls under the disciplines of chemical engineering and computational biology. IIT Madras has thoroughly curated this curriculum, which their renowned professor, Niket Kaisare will teach.

The MATLAB Programming for Numerical Computation certification syllabus discusses one of the most popular languages used for numerical computation and teaches about its scientific computation usage. Candidates will learn about the practical use of computational techniques through several coding problems and examples. Enrolled candidates will have access to MATLAB online, which is a browser-based version of MATLAB and consists of all its features. 

The MATLAB Programming for Numerical Computation training will offer weekly assignments, course lectures, and practical problems using this MATLAB software. The curriculum focuses on teaching undergraduate students to solve computational problems and familiarising them with the engineering problem’s numerical methods. Besides, candidates can also opt for the final exam and gain the course-end digital certificate.

...Read More
12 Weeks
Free
Skills Covered:
Knowledge of MATLAB
Immunology

Offered by

Certificate

Immunology

The Immunology course is an online course being offered by Swayam. Swayam is an initiative of the Government of India to provide education to students who do not have the required resources. It intends to provide the resources to bridge the digital gap between the students.  

This course by Swayam has been built to provide the learners with a broad introduction of the fundamentals of Immunology. Participants of the course will learn about various concepts of immunology starting from cells of the immune system, antibody structure and function, innate and adaptive immune systems, hypersensitivity, TCR rearrangement, humoral immunity, basic immunological techniques, autoimmunity, monoclonal antibodies and vaccine production. 

This course is a blend of the basics of immunology as well as the advanced topics. This course will be useful for undergraduate students of Life Science and Biotechnology and students from any branch of life science keen on gaining knowledge about immunology.

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12 Weeks
Free
Skills Covered:
Knowledge of Microbiology
Maternal Infant Young Child Nutrition

Offered by

Certificate

Maternal Infant Young Child Nutrition

Maternal Infant Young Child Nutrition is a free course on infant young child nutrition and takes on malnutrition which is one of the greatest challenges in India. The online course longs for 12 weeks and demands 2.5 hours of online sessions per week. Maternal Infant Young Child Nutrition Certification Course will cover malnutrition, nutrition science, newborn care, anthropometric assessment, maternal nutrition, techniques of breastfeeding, and the like. 

Maternal Infant Young Child Nutrition Certification is a joint venture of Swayam and  IIT Bombay. The course is approved by AICTE and can be enrolled by undergraduates and postgraduate-level learners. So far, more than 2,000 people have registered and taken the online program. Though the Maternal Infant Young Child Nutrition Certification by Swayam is free, the students will have to pay the fee and appear for the exam to get the certification.

...Read More
12 Weeks
Free
Skills Covered:
Knowledge of nutrition
Natural Language Processing

Offered by

Certificate

Natural Language Processing

The Natural Language Processing is an online course offered by the National Programme on Technology Enhanced Learning (NPTEL)-Swayam, which is an educational initiative of MHRD in association with seven IITs and the IISc, Bangalore to provide quality education to anyone interested to earn a certification form these reputed institutes. 

The Natural Language Processing Certification helps the participants to build a thorough understanding of natural language processing (NLP) which is very crucial for many analytics tasks that involve text content and text processing and became very common thanks to the arrival of social media. 

The Natural Language Processing Certification by NPTEL-Swayam helps the candidates to delve into the foundation and basic concepts of NLP along with hands-on sessions to make them capable of dealing with a problem and building applications on their own. The learners will study language modelling and applications of text mining such as text summarization, text classification, sentiment analysis, opinion mining, etc. 

...Read More
12 Weeks
Free
Skills Covered:
Natural Language Processing
Computational Complexity Theory

Offered by

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.

...Read More
12 Weeks
Free
Skills Covered:
Mathematical skill
Computational Geometry

Offered by

Certificate

Computational Geometry

The Computational Geometry training is a 100 percent verified and online course. Candidates have all the freedom to take up this course as a free course or they can also go for the paid version of the course. Both the versions have the same facilities and study material except they get certified on the completion of the program by paying the quoted amount and qualifying for the proctored exam.

The Computational Geometry certification is an undergraduate level program and is provided by the Indian Institute of Technology, Madras by the platform of Swayam. The course is about computational geometry and covers numerous topics such as convex hull and algorithm, arrangements and levels, shape analysis, etc. Candidates who get into this course will be able to gain information on visibility problems, applications of computational geometry, range searching, and many more topics. There are no limitations regarding the timings of this course and hence candidates can log in to the course whenever and however they want. Participants can take as much time as they want to pursue this course as it is a self-paced course while mentors will take 12 weeks of time to complete the whole Computational Geometry certification syllabus of the course. 

...Read More
12 Weeks
Free
Skills Covered:
Mathematical skill Knowledge of Algorithms
Problem Solving through Programming in C

Offered by

Certificate

Problem Solving through Programming in C

Language C has been used widely to understand programming. The Problem Solving through Programming in C certification by Swayam aims to formulate simple algorithms, use pointers, arrays, and structures, and apply programming to solve mathematical problems. The course provides a perfect blend of theory and practical problems.

The Problem Solving through Programming in C certification syllabus will cover essential topics like concepts of programming, the different constructs that are used in programming, and how this programming tool is used to solve various problems. The latter includes mathematical problems that can be solved logically as well as through proper data representation.

Besides, the Problem Solving through Programming in C online course is taught by Prof Anupam Basu from IIT Kharagpur from the department of computer science and engineering. Through this short course, the candidates will be well equipped with the logic and flow of programming and how to write a good program for a computer.

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12 Weeks
Free
Skills Covered:
Programming skills Knowledge of Programming algorithms
Six Sigma

Offered by

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.

...Read More
12 Weeks
Free
Skills Covered:
Project management
Programming in Java

Offered by

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.

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12 Weeks
Free
Skills Covered:
Java Programming skills
Certificate

Usability Engineering

12 Weeks
Free
Engineering Graphics and Design

Offered by

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.

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12 Weeks
Free
Feminism Concepts and Theories

Offered by

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.

...Read More
12 Weeks
Free
Skills Covered:
Knowledge of Anthropology
Twentieth Century Fiction

Offered by

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.

...Read More
12 Weeks
Free
Skills Covered:
Knowledge of history
Contextualizing Gender

Offered by

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. 

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12 Weeks
Free
Skills Covered:
Knowledge of gender studies
Financial Institutions and Markets

Offered by

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.

...Read More
12 Weeks
Free
Skills Covered:
Financial Management
Financial Mathematics

Offered by

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. 

...Read More
12 Weeks
Free
Skills Covered:
Financial Management
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. 

...Read More
12 Weeks
Free
Skills Covered:
Knowledge of Python
Hardware Security

Offered by

Certificate

Hardware Security

12 Weeks
Free
Introduction to Automata, Languages and Computation

Offered by

Certificate

Introduction to Automata, Languages and Computation

The Introduction to Automata, Languages and Computation programme is a 12-week course, curated by IIT Kharagpur for engineering students. This is a core course offered at an undergraduate and postgraduate level. The training is placed under the computer science and engineering category. The course also has support from the software industry. 

The Introduction to Automata, Languages and Computation training elaborately discusses the automata theory. This theory is used to model the finite state system and solve computational issues using finite automata. Apart from the detailed introduction to computer science theories, the course also covers mathematical aspects which are crucial in computation.

The Introduction to Automata, Languages, and Computation certification course by Swayam does not expect the candidates to have an expert background in the content. The course uses logical methods during explanations to facilitate ease of understanding. The course begins with a basic introduction and builds up to the complex aspects of computation.

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12 Weeks
Free
Skills Covered:
Knowledge of engineering
Certificate

C-Based VLSI Design

The C-Based VLSI Design online course is a 12 weeks program offered by Swayam, an initiative by the government of India. The online elective course includes 3 credit points. This course covers how to use high-level formulation to automatically transform a C code into a register transfer level (RTL) design using HLS. In recent years, HLS has been an important research topic in the realm of VLSI Electronic Design Automation (EDA). 

This C-Based VLSI Design training will teach students how to comprehend the overall HLS flow, how to transform C-code to its corresponding hardware, how to design C-code for effective system generation, and how software application compiler optimization may assist to enhance circuit efficiency.

The C-Based VLSI Design syllabus includes advanced topics like HLS for Security, HLS for FPGA targets, HLS verification, and RTL optimizations difficulties will be discussed. This course will prepare the candidate to do research in the field of HLS. This program will also assist the student in becoming adept at the EDA industry.

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12 Weeks
Free
Skills Covered:
Designing skills Knowledge of engineering
Introduction to Machine Learning

Offered by

Certificate

Introduction to Machine Learning

Candidates looking for an undergraduate or postgraduate course in machine learning should enroll in the Introduction to Machine Learning program. It is an elective twelve-week course in the field of computer science and engineering, programming, artificial intelligence, and data science. A collaboration of IIT Madras and NPTEL, this course is an initiative by the Ministry of Education, Government of India, and is available on the learning platform Swayam.

Introduction to Machine Learning certification will be taught by professor Balaraman Ravindran. The syllabus includes various topics from the data-driven disciplines such as machine learning and analytics. Candidates will be introduced to different learning paradigms and some popular algorithms and architectures used in these paradigms.  

Introduction to Machine Learning is an online free audit course that offers an e-certificate for interested participants. Candidates will attend the online lectures, and submit assignments periodically. There is also an optional offline examination for participants who want to achieve certification.

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12 Weeks
Free
Skills Covered:
Knowledge of Algorithms Machine learning Data science knowledge
Reinforcement Learning

Offered by

Certificate

Reinforcement Learning

The Reinforcement Learning program focuses on studying the mathematical grounds of reinforcement learning- a psychological phenomenon. Students will explore such concepts and view this learning paradigm in light of AI, research, and psychology. Through this AICTE approved course, learners can avail a verified certificate that validates their newly acquired expertise and acquired skills.

Spread across 12 weeks, the Reinforcement Learning certification syllabus is replete with learning modules, books, and research references. Students may proceed to the next module after completing the previous week’s topics. The curriculum highlights bandit algorithms, function approximation, hierarchical RL, and much more. It is an elective course based on AI, data science, and computer engineering. 

The Reinforcement Learning online course is developed by IIT Madras. Professor Balaraman Ravindran from the institute instructs the study. For the certification, students need to write a proctored examination after completing the course and assignments. This certificate will carry logos of IIT Madras and NPTEL, which is verifiable on NPTEL’s website.

...Read More
12 Weeks
Free
Skills Covered:
Mathematical skill Programming skills
Offshore Structures Under Special Environmental Loads Including Fire Resistance

Offered by

Certificate

Offshore Structures Under Special Environmental Loads Including Fire Resistance

The Offshore Structures Under Special Environmental Loads Including Fire Resistance certification course is a postgraduate level of programme which deals in the offshore structures of and their behaviour under different circumstances. Candidates who get into this course will be able to learn about the behaviour of offshore structures when an earthquake occurs, analysis of methods, curved beams, chain links, etc. Candidates also get to use the MATLAB program for computing numerous environmental issues and they can use MATLAB coding to analyse the problems. The course provides full control to the students for completing the Offshore Structures Under Special Environmental Loads Including Fire Resistance certification syllabus or joining or leaving the sessions anytime. 

This course is absolutely free and requires no registration process to get into the course. The Offshore Structures Under Special Environmental Loads Including Fire Resistance programme also makes certification available for the students so that they get benefited from the same. Although the certification comes at a price of the quoted amount which is given on the website, it is totally an optional choice for the students. If the candidate wants to be certified for this course he or she will have to give an offline exam. The course will be available for the students every time and the expected time to complete the course is 12 weeks. Since the Offshore Structures Under Special Environmental Loads Including Fire Resistance online course is available to the students all the time, candidates can learn from the course according to their own requirements.

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12 Weeks
Free
Skills Covered:
Knowledge of engineering
Computer Methods Of Structural Analysis of Offshore Structures

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Certificate

Computer Methods of Structural Analysis of Offshore Structures

The Computer Methods of Structural Analysis of Offshore Structures online course is a 12-week program offered by Swayam, an initiative by the government of India’s Ministry of education. The Computer Methods of Structural Analysis of Offshore Structures training will provide a quick introduction to the many types of offshore structures used to extract oil, minerals, and gas from the sea. Detailed analytical methods for both two and three-dimensional structures will be covered. While the foundations of advanced analysis of structures are covered, comprehensive mathematical modelling of issue formulation and solution utilizing MATLAB code is also covered. 

The Computer Methods of Structural Analysis of Offshore Structures syllabus include codes for numerical examples. Hands-on Matlab experience will also be explored. The emphasis is on explaining essential principles of advanced structural analysis, with a particular emphasis on their application to offshore constructions.

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12 Weeks
Free
Skills Covered:
Knowledge of MATLAB Knowledge of engineering

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