Page 33 - NPTEL Courses & Certifications 2025 - Free & Paid Online NPTEL Courses

Offered by

IIT Guwahati (IITG) via Swayam +1

Certificate

Data Analysis for Biologists

Data analysis is very critical in biology and one of the key skills of biologists for academic research and industry. Data Analysis for Biologists can guide you on the possession of data analysis needed for biology practitioners. The online course is an 8-week long program. Data Analysis for Biologists Certification Course will walk you through the concepts of data analysis and its application in biology as well as the concepts of linear algebra, statistics, and the whatnot.

Data Analysis for Biologists Certification is offered jointly by Swayam and IIT Guwahati which can be enrolled by the learners without paying any fee. However, the certificate of completion will be provided to those who sat for the exam by paying the fee. The course is meant for undergraduate and postgraduate level learners who are from the background of biology and biotechnology.

8 Weeks

₹ Free

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Skills Covered:

Data science knowledge

Offered by

IIT Kharagpur via Swayam +1

Certificate

Data Base Management System

The Database Management System online course throws light on the backbone of all major applications used today, i.e. databases and their models, design paradigms, and structured query language (SQL), to name a few. Students get the opportunity to closely examine the file organizations, data structures, database designs, implementation, models, and more!

IIT Kharagpur has curated the Database Management System certification syllabus so that learners get familiarised with a wide array of concepts. These range from relational data models and SQL to entity-relationship modeling, database designs, and data normalization. Moreover, learners will also work on weekly assignments to explore query coding practices using MySQL or any other open platform.

The Database Management System training is spread over eight weeks. Students will be undertaking this curriculum with Professor Partha Pratim Das and Professor Samiran Chattopadhyay as their instructors, who have years of academic teaching experience. With their combined professional expertise, students can be assured of being trained by some of the country’s best minds!

8 Weeks

₹ Free

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Skills Covered:

Database Management SQL knowledge

Offered by

IIT Roorkee via Swayam +1

Certificate

Robotics and Control: Theory and Practice

The innovation in robotics and applications has led to a rising stimulation of interest amongst teachers and students of engineering. IIT Roorkee and Swayam have created the Robotics and Control: Theory and Practice certification course to offer students the opportunity to learn more about this growing field and build a career in robotics research. You will learn about modelling, control and planning.

The Robotics and Control: Theory and Practice syllabus by IIT Roorkee is taught over eight weeks. It is divided into two parts. The first part on fundamentals of robotics discusses topics like homogeneous transformations, DH algorithm, rotation. The second part on applications of robotics includes topics like exoskeleton and robotic needles.

The Robotics and Control: Theory and Practice by Swayam is an eight-week course with verification from AICTE as an FDP course. IIT Roorkee’s top professors from the Departments of Mathematics and Electrical Engineering will be leading this online program. Candidates will receive eight graded assignments. In the end, there will be two exams for those who want to receive the certificate.

8 Weeks

₹ Free

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Skills Covered:

Robotic skills

Offered by

IIT Kharagpur via Swayam +1

Certificate

Fuzzy Logic and Neural Networks

The Fuzzy Logic and Neural Networks certification is a multidisciplinary course which can be pursued by graduate or postgraduate students. Students who decide to pursue this course will get to know about fuzzy clustering, fuzzy reasoning, neural network, etc. The programme does not have any limitations regarding the admission process and can be joined by the interested students throughout the year without having to pay any amount. The course is provided as well as mentored by the Indian Institute of Technology, Kharagpur. The teachings of the course are in online mode throughout the Fuzzy Logic and Neural Networks certification syllabus of the course.

The Fuzzy Logic and Neural Networks programme is conducted by the platform of Swayam which is a government-initiated platform and gives free courses to all the students across the country. The duration which is needed to complete the course is 2 months. Candidates can learn from the programme as per their schedules since this is a self-paced course. The online training authorizes the students to be a certified user of the programme by obtaining the certificate through the mode of an exam fee followed by the offline exam. The Fuzzy Logic and Neural Networks online course also provides interactive sessions through case studies and discussions which can be done through the discussion groups created for the user of the course.

8 Weeks

₹ Free

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Skills Covered:

Mathematical skill

Offered by

IIT Bombay via Swayam +1

Certificate

Design, Technology and Innovation

The Design, Technology, and Innovation online course is an eight-week-long program created by the Indian Institute of Technology, Bombay's IDC School of Design. The course sheds light on how innovation links together various sectors, including technology, management, design and humanities. You will gain insightful information about innovation through theoretical concepts, case studies and real-world examples.

Several well-renowned scholars from multiple departments are a part of this course. They will impart practical knowledge through their own research-to-information journey and how it benefited society as a whole.

The Design, Technology and Innovation certification course will walk you through the entire innovation process. You will learn essential topics like innovation methodology, pitfalls of innovation, collaborative innovation model, the transformation of research into innovation and its stages, etc. The course is sure to spark curiosity and encourage you to innovate in your work field.

8 Weeks

₹ Free

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Skills Covered:

Designing skills

Offered by

IIT Bombay via Swayam +1

Certificate

Understanding Ethnography

Ethnography, one of the most interesting forms of qualitative research, has gained popularity in academics and other areas in the last decade. The Understanding Ethnography online program aims to help you explore the uses of ethnography in several practice-based disciplines such as management, engineering, design, and social work. You will be acquainted with many tools and techniques of ethnographic practice.

Understanding Ethnography certification course also discusses the debates and theories of ethnographic research. The concepts taught in the course are based on real-world examples and case studies. During the course duration, many experts from numerous fields will share their unique experiences of research. So, you will get an enhanced perspective of various dimensions of ethnographic practice.

The Understanding Ethnography program throws light on the application of the ethnographic approach in multiple areas like education, craft, and product design, and film-making. You will learn how this approach enables you to gain knowledge from phenomena, people, and places that focus on study.

8 Weeks

₹ Free

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Skills Covered:

Designing skills

Offered by

IIT Kharagpur via Swayam +1

Certificate

Employment Communication A Lab-Based Course

The Employment Communication A Lab-Based Course training aims to provide aspiring workplace professionals with a finishing school to prepare themselves aptly. This core curriculum focuses on undergraduate students who are about to become employees. The training strives to equip them with all the necessary skills and techniques to ace the three-stage Employment Communication process.

These three include CV writing, where candidates will learn about drafting compelling CVs to capture the recruiter’s attention. Secondly is group discussion (GD), where students will learn about the fundamental strategies to ace GD and showcase excellent team-working. The third is the interview questions. Learners will undertake a lucid lecture on tackling interview-round problems and participate in personal interview (PI) sessions for real-time practice, eliminating the fear factor.

IIT Kharagpur and Swayam have jointly created the Employment Communication A Lab-Based Course certification syllabus, that falls under the ‘Humanities and Social Sciences purview. This eight-week curriculum also features industry-recognition amongst several companies, assisting learners seeking employment in such sectors. Interested students can also acquire the Employment Communication A Lab-Based Course certificate by fulfilling its criteria and clearing Swayam’s term-end examination.

8 Weeks

₹ Free

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Skills Covered:

Communication skills Listening skills Writing skills

Offered by

IIT Guwahati (IITG) via Swayam +1

Certificate

Introduction to Modern Indian Drama

The Introduction to Modern Indian Drama training is an online programme that provides all its learnings at zero cost. Candidates who enrol for this programme get to know about the historical theatre practices, political issues, and its development with the passage of time. The course provides a postgraduate level of training to the students and is provided by the Indian Institute of Technology, Guwahati. The Introduction to Modern Indian Drama certification course does not have any time limits and can be joined by students as per their convenient time slot. The programme will be delivered via online mode wherein the candidates will be given activities such as assignments, tests, debates, etc.

Candidates can pursue this programme as per their available time slot to complete Introduction to Modern Indian Drama certification syllabus but the mentor or guide will be able to complete the same in only 8 weeks. The platform does not demand any extra payment in order to gain extra access to the course. Candidates will be able to achieve a certificate for the course if they wish to do so. The Introduction to Modern Indian Drama programme needs the candidate to go through the payment of the exam fees and an offline examination to be able to get certified for the course. This is a self paced course and can be accessed when the duration of the course has expired and students can learn from the programme on their own.

8 Weeks

₹ Free

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Skills Covered:

Knowledge of history

Offered by

IIT Kharagpur via Swayam +1

Certificate

Data Mining

Data mining is the study of algorithms. It finds patterns in large data sets. It is an interdisciplinary subject that involves machine learning, algorithms, and databases. The Data Mining program will provide a comprehensive and holistic view about this integral subject of modern industry.

Participants of the course will learn about basic algorithms like classification, data pre-processing, visualization, association rules, and sequence mining. With regular assignments and case studies, participants are offered a well-rounded understanding of the subject of this course.

Data Mining is an eight-week program presented on the online learning platform Swayam. The course syllabus is designed by the Indian Institute of Technology, Kharagpur Professor Pabitra Mitra will be teaching this course. It is an undergraduate course in the field of computer science and engineering. Candidates can also opt for certification, for which they will have to sit for an offline exam.

8 Weeks

₹ Free

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Skills Covered:

Knowledge of Data mining

Offered by

IIT Bombay via Swayam +1

Certificate

Designing Learner-Centric MOOCs

Learning has taken various new forms and has been upgraded for online consumption in the past few years. This is where MOOCs come into play as they make learning more accessible and interactive for a wide range of aspiring students.

Designing Learner-Centric MOOCs online program is a free elective course that aims to bring Massive Open Online Courses forward and explain how these courses can be designed to become more learner-friendly.

The Designing Learner-Centric MOOCs certification is a part of the multidisciplinary category and the Faculty domain for experienced categories. The course is aimed at teachers and MOOC creators to help them create effective learning environments for their students.

The Designing Learner-Centric MOOCs certification syllabus consists of four modules that will be taught in a span of eight weeks using video lectures and regular assignments. You can also earn a certificate by sitting for the proctored exam and qualifying with a valid score.

8 Weeks

₹ Free

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Skills Covered:

Pedagogy skills

Offered by

IIT Kharagpur via Swayam +1

Certificate

Accreditation and Outcome based Learning

The ‘Accreditation and Outcome-based Learning’ online certification course is designed for the students to learn about the effective methods of teaching and to gain insights to develop an outcome-oriented curriculum for learning. This free online certification course is provided by the education portal, Swayam along with the National Programme on Technology Enhanced Learning (NPTEL). The classes are scheduled to be conducted for eight weeks and this is an undergraduate-level course for any individual who is interested in knowing more about effective pedagogic strategies to fulfill the knowledge needs.

The course instructors for this elective course and multidisciplinary program are assistant professor S K. Das Mandal from the Indian Institute of Technology Kharagpur and Prof. Anup Kumar Ray. The students of this program are given academic and industrial training by professionals through hands-on methodologies that impart a theoretical and practical understanding of the concepts.

The ‘Accreditation and Outcome-based Learning’ online training helps students get a course certificate and two credit points after completion of the course.

8 Weeks

₹ Free

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Skills Covered:

Pedagogy skills Teaching skills

Offered by

IIT Patna via Swayam +1

Certificate

Distributed Systems

The Distributed Systems online course is an 8 weekly program offered by Swayam. A distributed system is a computerized system in which multiple components placed on computer networks communicate and coordinate their operations through the transmission of messages. Multiple components collaborate with each other to attain a common purpose.

Distributed applications or software that operate concurrently on numerous computers in a network and can be saved in the database or in the cloud. This Distributed Systems training gives an in-depth overview of the fundamental ideas and models underpinning distributed computing theory, methods, and systems.

The Distributed Systems syllabus covers some of the emerging topics such as distributed hash tables, peer-to-peer computing, google file system, spark, HDFS, security in distributed systems, and sensor networks. students who complete this course will have a thorough understanding of how things function in a distributed setting.

8 Weeks

₹ Free

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Skills Covered:

Knowledge of cloud computing Knowledge of computer networking

Offered by

IIT Bombay via Swayam +1

Certificate

Design and Engineering of Computer Systems

The Design and Engineering of Computer Systems certification course is an eight weeks online course offered on the platform of Swayam. During this course syllabus, the candidates will learn the ways of designing computer systems operating systems, computer networks, and architecture. This programme is jointly taught by the initiatives of IIT Bombay, and NPTEL.

The Design and Engineering of Computer Systems training shall be fully accessible to people who have a basic knowledge of the concepts of computer programming. The candidates will have to register for the final exam, and then complete the exam to secure passing marks in the assignments and the final examination to secure 2 credit points on completion.

8 Weeks

₹ Free

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Skills Covered:

Knowledge of engineering

Offered by

IIT Kharagpur via Swayam +1

Certificate

Sales and Distribution Management

The Sales and Distribution Management online course is an eight-week study. Students can explore an organisation’s numerous distribution and sales channels and forces. This elective training is an IIT Kharagpur curation, well-recognised by every company involved with customer sales since they seek candidates with relevant skills.

The Sales and Distribution Management certification syllabus is replete with video lectures and study materials for students to refer to. Professor Sangeeta Sahney from IIT Kharagpur’s Vinod Gupta School of Management mentors the learning journey. Learners will deal with eight learning modules as a part of the curriculum to learn about distribution and sales management concepts. These will primarily cover critical aspects such as the sales budget, department relations, forecasting, budgeting, dyads, and selling theories.

With this AICTE approved programme, a candidate can also obtain the Sales and Distribution Management certification post-completion. For this, they must register for the end-term test by paying a nominal fee. Securing suitable scores for assignments and proctored examination, he/she will receive the e-verifiable certificate.

8 Weeks

₹ Free

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Skills Covered:

Sales skills

Offered by

IIT Kanpur via Swayam +1

Certificate

Enhancing Soft Skills and Personality

We have all faced some or other calamity or distress in life. Under these circumstances, we reach out to the people who make us feel comfortable and have a knack for providing solutions and leading the way out of distress.

These people have certain imperceptible skills known as soft skills, making them more emotionally intelligent, better at communicating and leading. The Enhancing Soft Skills and Personality course aims to train candidates for the same.

Going beyond technical skills, the Enhancing Soft Skills and Personality training will train candidates to develop qualities like emotional intelligence, effective communication skills, self-confidence, friendliness, humor, etiquette, and more. This will lead to the all-around development of candidates.

This course on Enhancing Soft Skills and Personality by Swayam is a Faculty Development Program approved by AICTE. The course will run for eight weeks and focus on managerial and interpersonal skills. Candidates will acquire soft skills for all-around personality development.

8 Weeks

₹ Free

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Skills Covered:

Interpersonal skills Time Management

Offered by

IIT Kharagpur via Swayam +1

Certificate

Soft Skill Development

The Soft Skill Development course by Swayam primarily aims to help candidates polish their communication skills by raising relevant issues and practical scenarios. The extensive curriculum provides various critical pointers and tips for the candidates to utilise their soft skills in their workplace and social environments. Several vital topics are the key focus of this programme, such as persuasion skills, group skills, emotional and positive thinking skills, conversational and vocational skills.

The Soft Skill Development certification syllabus is IIT Kharagpur’s curation, taught by the institute’s top faculty, Professors V.N. Giri, D. Suar, and Priyadarshi Patnaik. It is an elective programme under the “Humanities and Social Sciences” category that takes around eight weeks to complete. The curriculum supports PG and UG-level learning and is therefore open to any learner.

The Soft Skill Development online course is rife with video tutorials and study material for candidates to access at their own pace. They will also be eligible for an e-certificate after completing the programme, for which they must appear for a certification exam when the term concludes.

8 Weeks

₹ Free

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Skills Covered:

Communication skills Decision making skills

Offered by

IIT Kharagpur via Swayam +1

Certificate

Introduction To Molecular Thermodynamics

Introduction To Molecular Thermodynamics is an undergraduate-level online course. The course on molecular thermodynamics is 8 weeks long. Though the programme is free to enrol and learn, the learners should pay the exam fee and crack it to be eligible for the certification. Introduction To Molecular Thermodynamics Certification Course will provide you with a sheer glimpse into molecular thermodynamics and fundamental concepts of statistical mechanics.

Introduction To Molecular Thermodynamics online course is offered by Swayam in collaboration with IIT Kharagpur. The learners who are interested in joining the course are recommended to have prior knowledge of probability and statistics and quantum mechanics to get full advantage of the programme. The online programme is developed and led by Prof. Srabani Taraphder, a professor at IIT Kharagpur.

8 Weeks

₹ Free

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Skills Covered:

Knowledge of Chemistry

Offered by

IIT Kanpur via Swayam +1

Certificate

Developing Soft Skills and Personality

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

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

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

8 Weeks

₹ Free

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Skills Covered:

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

Offered by

IIT Bombay via Swayam +1

Certificate

Quality Control and Improvement with MINITAB

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

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

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

8 Weeks

₹ Free

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Skills Covered:

Statistical skills

Offered by

IIT Kanpur via Swayam +1

Certificate

Total Quality Management – I

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

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

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

8 Weeks

₹ Free

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Skills Covered:

Statistical skills

Offered by

IIT Madras (IITM) via Swayam +1

Certificate

Introduction to Research

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

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

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

8 Weeks

₹ Free

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Skills Covered:

Research skills

Offered by

IIT Guwahati (IITG) via Swayam +1

Certificate

Development Research Methods

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

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

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

8 Weeks

₹ Free

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Skills Covered:

Research skills Writing skills Knowledge of Economics

Offered by

IIT Kharagpur via Swayam +1

Certificate

Decision Modeling

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

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

8 Weeks

₹ Free

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Skills Covered:

Decision making skills Business Management

Offered by

IIT Kharagpur via Swayam +1

Certificate

Programming in C++

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

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

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

8 Weeks

₹ Free

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Skills Covered:

C++ Programming skills

Offered by

IIT Kharagpur via Swayam +1

Certificate

Plastic Waste Management

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

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

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

8 Weeks

₹ Free

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Skills Covered:

Waste Management Skills Civil Engineering skills Knowledge of Environmental Science

Offered by

IIT Bombay via Swayam +1

Certificate

Electrical Equipment and Machines Finite Element Analysis

8 Weeks

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Offered by

IIT Bombay via Swayam +1

Certificate

Organization Development and Change in 21st Century

8 Weeks

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Offered by

IIT Bombay via Swayam +1

Certificate

Introduction to Proteomics

8 Weeks

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Offered by

IIT Bombay via Swayam +1

Certificate

Mechanisms in Organic Chemistry

8 Weeks

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Offered by

IIT Bombay via Swayam +1

Certificate

Point Set Topology

8 Weeks

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