1937 Courses and Certifications

Swayam Courses & Certifications 2026

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Modelling and Analytics for Supply Chain Management

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Certificate

Modelling and Analytics for Supply Chain Management

This Modelling And Analytics For Supply Chain Management Online Course centers around the utilization of logical strategies for deciding effective solutions for issues related to supply networks thinking about the limitations of demand and supply. The course focuses on the utilization of advanced procedures for limit allotment and assessment of production network plan choices under vulnerability and facility location.

The destination of the Modelling And Analytics For Supply Chain Management Training course is to comprehend the idea of supply networks, the objective of supply networks, and clarify the effect of supply chain choices with respect to the achievement of a firm. The course will provide the candidate in-depth knowledge about the concept of safety stock within inventory management under uncertainty.

The Modelling And Analytics For Supply Chain Management Programme will have two instructors  Prof. Anupam Ghosh and  Prof. Kunal Kanti Ghosh a faculty member of IIT Kharagpur. They will deliver the lectures and be a mentor to the students. The programme offered by Swayam is completely free to pursue.

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12 Weeks
Free
Skills Covered:
Supply Management
Introduction to internet of things

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Certificate

Introduction to Internet of Things

The internet of things is a much sought-after technology in various industries, academia, and governments. Introduction to the internet of things programme will cover the different aspects of this technology right from research and implementation to business. Candidates will learn about the various applications of the internet of things in the civilian and defence sectors. Applications include infrastructure, space, manufacturing, mining, agriculture, healthcare, construction, and mining.

Introduction to internet of things certification is a collaboration of NPTEL and IIT Kharagpur. The entire course will be online and have a duration of twelve weeks. the learning tools used include video lectures, case studies, and periodic assignments. Professor Sudhip Mishra, from the Indian Institute of Engineering, Kharagpur will be teaching this MOOC.   

Introduction to the internet of things is an initiative of the Ministry of Education, Government of India. The entire syllabus and lectures are available on the Swayam website. Candidates who wish to achieve a certificate need to attempt an offline exam at the end of the program.

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12 Weeks
Free
Skills Covered:
Knowledge of Python Knowledge of cloud computing Networking Data science knowledge

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Grace Tech Solutions Private Limited via Swayam
Certificate

Ecommerce Technologies

With the rapidly growing digital world, many industries have undergone a huge demand in recent times and an important one among them that witnessed a surge higher than most of the other sectors is the sector e-commerce. It has since produced many a number of jobs, opportunities, and has helped in the growth of technologies it was invested in and is estimated to steadily grow even higher in the upcoming years.

That is why this course, Ecommerce Technologies, by Grace Technology Solutions is so important. It covers every topic of the industry in broad detail and makes sure to leave no doubt in the participants’ minds. The course makes it a point to keep every topic clear and well understood even in modules going over contents like web promotion, computer crimes and more.

The Ecommerce Technologies online course has been designed via an initiative by the government to make the education of the higher level easily accessible to all the participants of the nation, especially for the people who don’t come from an unprivileged background.

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12 Weeks
Skills Covered:
Knowledge of ecommerce
Marketing Research and Analysis-II

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Certificate

Marketing Research and Analysis-II

Marketing Research and Analysis-II online programme is an extension of the Marketing research and analysis course. In the second part, emphasis will be laid on practical aspects and application for data analysis and research. To achieve that, the programme undertakes a step-by-step approach for researchers who have employed data analysis for thesis or publication work.

Through the Marketing Research and Analysis-II programme, industry professionals can experience how data analysis feels in real-time. It covers confusing topics like multivariate data analysis, which professionals and students find particularly challenging. Moreover, it also teaches research tools like various regression analysis techniques, univariate tests, factor and cluster analysis, and discriminant analysis.

For individuals looking for hands-on training, the Marketing Research and Analysis-II online training also provides training in platforms like AMOS and SPSS. The course also features a ton of video lectures, along with weekly assignments. Students can also earn a certificate after passing the final exam.

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12 Weeks
Free
Skills Covered:
Marketing skills
Marketing Analytics

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Certificate

Marketing Analytics

Marketing Analytics online training combines storytelling and marketing concepts to provide a unique learning experience. Real-life marketing challenges are often solved in a sequence that employs quantitative techniques. This programme will help learners identify the sequence in the context of several marketing problems.

Marketing Analytics programme incorporates 30 hours of online lectures. These lectures will be helmed by Prof. Swagato Chatterjee, IIT Kharagpur. The lessons will provide in-class hands-on training in the R programming language. Moreover, learners will also be provided with reading material and can participate in Swayam’s discussion forum.

Weekly assignments are also a part of the Marketing Analytics programme by Swayam and help candidates test their knowledge in various marketing analytics areas. Students can also choose to appear for the final proctored exam, organised by Swayam and NPTEL at offline centres. Passing this test will allow learners to earn a course certificate, using which they can demonstrate their skills.

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12 Weeks
Free
Skills Covered:
Marketing skills
Data Analysis and Decision Making - I

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Certificate

Data Analysis and Decision Making – I

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

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

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12 Weeks
Free
Skills Covered:
Operations analysis
Data Analytics with Python

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Certificate

Data Analytics with Python

Data Analytics with Python certification course includes many compelling examples of how you can analyse data using the Python programming language. This course discusses various data analytics applications in a range of industrial sectors. Moreover, this programme also shows you how you can use data analytics in your life and boost your career opportunities.

One of the Data Analytics with Python programme’s most essential aspects is that you will receive hands-on experience by creating your own analytical models. You can also clear any doubts or engage in academic conversations in the discussion forum, which is available to all the students related to data analytics, and python. This programme involves topics like regression, probability, distributions, hypothesis testing, and many more.

The Data Analytics with Python training is offered by Swayam in partnership with IIT Roorkee. This 12-week programme. You want to showcase your skills and earn new employment opportunities, you can opt for the course completion certificate offered by Swayam.

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12 Weeks
Free
Skills Covered:
Statistical skills Data science knowledge Knowledge of Python
Data Analysis and Decision Making -II

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Certificate

Data Analysis & Decision Making - II

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

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

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

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12 Weeks
Free
Skills Covered:
Decision making skills Data science knowledge
Essentials of Data Science with R Software 1 Probability and Statistical Inference

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Certificate

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

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

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

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

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12 Weeks
Free
Skills Covered:
Statistical skills Data science knowledge
Essentials of Data Science with R Software-2 Sampling Theory and Linear Regression Analysis

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Certificate

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

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

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

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

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12 Weeks
Free
Skills Covered:
Data science knowledge
Database Management System

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Certificate

Database Management System

The Database Management System online course will help the candidates understand the basics of the data and the management involved in it. The main objective of the course is to offer systematic learning to the candidates. The candidates will have broader exposure towards the graph, trees, and sorts.

The different formats have been discussed in the course which will offer a glimpse of the functioning of the structure. Discussion forums in the course help the candidates to have better learning by clearing all their doubts. Several terminologies have been given importance so that the basics are clear for the candidates before they move ahead with the next course.

The course keeps the candidates intact to the latest market demands and what are the recruiters looking for in Database Management System training. Once the candidates complete the course and take the end term exam they will receive certification, which will help them get a hike in salary, better job prospects, and any recommendations in the organisation.

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12 Weeks
Skills Covered:
Database Management
Introduction to Database Systems

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Certificate

Introduction to Database Systems

Numerous e-government solutions and digital services use database systems to organize data better. The Introduction to Database Systems certification by Swayam deep dives into financial systems and the current business models that rely on database systems for operational efficiency. It also covers how these systems have impacted management in the organization. 

The Introduction to Database Systems certification syllabus touches upon key technical topics like SQL module, ER model module, a transaction processing module, regular forms module, query processing module, indexes module, and the like. Besides theory, the course also deep dives into practical principles, including the design and use of database systems. For the hands-on part, the course uses database management systems and SQL standards. 

Furthermore, the Introduction to Database Systems online course is taught by an experienced faculty from IIT Madras, Prof. Sreenivasa Kumar. The course is excellent for students in the field of computer science, engineering, programming, and systems.

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12 Weeks
Free
Skills Covered:
Database knowledge
Certificate

Data Base Management Systems

The goal of Data Base Management Systems Certification is to provide a fundamental knowledge of data, data bases, how to access them, how to store them using database structures, and how to handle transactions and recover from errors. 

Data Base Management Systems Classes introduce the idea of a database, which is a group of connected and saved data that can be accessed by multiple users for various reasons and manage business inventory, accounting, and filing.

A computer system's main piece of software is covered in the Data Base Management Systems Certification Syllabus. DBMS such as INGRES, ORACLE, and Sybase are commercially accessible. 

All students get a Data Base Management Systems Certification by Anna University, Chennai under the Swayam Initiative by the Government of India. 

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12 Weeks
Introduction to Robotics

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Certificate

Introduction to Robotics

The Introduction to Robotics program is developed by IIT Kanpur. It explores the concepts and mathematical calculations that go behind building robotic manipulators. This introductory course lays a foundation in advanced topics such as AI, automation, self-driving vehicles, and much more. Concepts studied include kinematics, VAL programming, automation, trajectory planning, and vectors.

The Introduction to Robotics certification syllabus uses video lectures, book references, a final assessment to facilitate learning. Learners must be familiar with mathematics, differential equations, and matrices- all on a fundamental level. This AICTE approved course is best suited for undergraduate and postgraduate-level electrical, mechanical, and computer students. 

Engineering teachers and working professionals may also apply as this elective course is an FDP (Faculty Development Program). Candidates can opt for the Introduction to Robotics certification by securing the minimum marks as mentioned. For this, they need to complete the course, submit assignments, and write the final-term proctored test.

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12 Weeks
Free
Skills Covered:
Automation skills Robotic skills
Sustainability Science

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Certificate

MSD-011: Sustainability Science

Swayam’s MSD-011 Sustainability Science course is focused on the principles and genesis of Sustainability Science and its structure, central elements, goals, and growth. This course has been developed by Indira Gandhi National Open University (IGNOU), and it is carefully designed to emphasize the importance of sustainable development.

MSD-011 Sustainability Science course also discusses the concepts of Natural Resource Management at the landscape level and Evergreen Revolution as effective routes to achieving Sustainable Development Goals (SDGs) by 2030. With the help of Indian examples, you will understand the concept and evolution of sustainable development and sustainability indicators.

Besides, the MSD-011 Sustainability Science course by Swayam has an extensive curriculum spread over 12 weeks. Learn about the powerful relationship between humans and the environment and how their interactions affect sustainability with the help of this post-graduate level course and display your knowledge.

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12 Weeks
Free
Skills Covered:
Knowledge of Environmental Science
Strategies and Models for Sustainability

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Certificate

MSD-016: Strategies and Models for Sustainability

The Strategies and Models for Sustainability Certification course is a subset of the discipline of sustainability science that helps students acquire a deep understanding of the topic. The course will equip students in achieving socially acceptable economic development with the help of both scientific and technological tools.

The Strategies and Models for Sustainability Online Course is a 4 credit course offered by Swayam. The course is taught for a period of 12 weeks by expert professors from Indira Gandhi National Open University. The course will provide a comprehensive and theoretical understanding of the social, economical and ecological aspects of sustainability along with its basic principles and features.

The Strategies and Models for Sustainability Training course provides valuable insights into the working of sustainable development in the rural sphere. The course discusses the existing sustainable development models in India in the form of case studies, allowing them to critically view the functioning of different models and their contribution to nature. The final assessment is made through assignments and an end-term examination.

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12 Weeks
Free
Skills Covered:
Knowledge of Biology Knowledge of Environmental Science Knowledge of ecosystem
MSD-017 Challenges to Sustainable Development

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Certificate

MSD-017: Challenges to Sustainable Development

The Challenge to Sustainable Development Certification Course is a massive open online course that discusses the vital threats to attaining sustainable development. The course will make learners aware of the crucial environmental changes taking place around the world and their potential causes and consequences.

The Challenges to Sustainable Development Online Course is a 4 credit course offered by the Swayam portal. The course is coordinated by Dr. Deeksha Dave; Dr. Y.S.C. Khuman, Assistant Professors at the School of Interdisciplinary and Transdisciplinary Studies of the Indira Gandhi National Open University, New Delhi.

The Challenges to Sustainable Development Course is particularly apt for people working in the field of sustainable development. The course will help them understand the scope for alternative methods to reduce the socio-cultural and ecological impacts of the conventional models of development.

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12 Weeks
Free
Skills Covered:
Knowledge of Biology Knowledge of Environmental Science Knowledge of ecosystem
Education for Sustainable Development

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Certificate

Education for Sustainable Development

Education for Sustainable Development Certification will discuss the details of Education for Sustainable Development (ESD) which is primarily based on UNESCO’s 17 sustainable development goals. 

Education for Sustainable Development Classes will cover key concepts like what is sustainability, sustainable development, UNESCO sustainable development goals, and education for sustainable development.

In order to address educational challenges and create systems that are inclusive, equitable, and relevant to all, sustainable development requires political will, global and regional collaboration, and active engagement of educational institutions, civil society, youth, the corporate/private sector, and other multilateral agencies.

All students get an Education for Sustainable Development 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:
Leadership and Management Skills
BFDI 072 Basics of Pattern Making and Sewing

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Certificate

BFDI-072: Basics of Pattern Making and Sewing

The aim of this course BFDI-072: Basics of Pattern Making and Sewing is to get knowledge about how to use an existing pattern, by applying the principles and techniques of pattern you can transform the original design into a new idea, until it looks the way that you want it to be and then marked for sale. 

BFDI-072: Basics of Pattern Making and Sewing Classes provides a basic understanding of pattern making skills, sewing techniques and fabric tools which are being used for garment fabrication. It all starts with removal of fabric then cleaned up using a French curve and ruler. These patterns are then transferred from the fabric onto pattern paper and then add seam allowance, notches or other necessary markings.

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12 Weeks
Textile Product Design and Development

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Certificate

Textile Product Design and Development

An online 12-week course is needed to obtain the Textile Product Design and Development Certification. The course syllabus is written and confirmed by IIT Delhi, even if Swayam is elected to instruct the course. The institutions eligible to provide this course certificate are the Indian Institute of Technology, Delhi, and NPTEL.

Textile Product Design and Development training is offered as a textile engineering elective.  R. Chattopadhyay is the instructor for this certification program.

The practical and ergonomic design facets of textile items will be the emphasis of the course on textile product design and development. Basic design principles, need/requirement analysis, a need-metric matrix, the formulation of specifications and concept generation, product architecture, the use of natural analogies, and material selection will be covered. 

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12 Weeks
Free
Principles of Combing Roving Preparation and Ring Spinning

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Certificate

Principles of combing, Roving preparation & Ring spinning

Principles of combing, Roving preparation & Ring spinning by Swayam will focus on three methods, such as combing, roving preparation and ring spinning, as the subject. It will look into the construction, design features and working principles of the machines. The focus would be on "know why" instead of "know how". It will clarify the role of the machine and process parameters in process efficiency. It will address the relationship between technology and the design of machines. 

Through the finely formulated course format, the candidates will not only be able to attain a clear understanding of the functioning of machines and its relation with technology and design of machines but also grasp the knowledge of machine working parameters.

The course offered by Swayam provides candidates with an extraordinary opportunity to escalate their basic knowledge of machines into a professional understanding of various aspects that are responsible for the performance of a machine.

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12 Weeks
Free
Skills Covered:
Mechanical knowledge
Yarn manufacture I Principle of Carding And Drawing

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Certificate

Yarn Manufacture I: Principle Of Carding And Drawing

The fashion industry has grown very rapidly giving new changes to the employees working in it and benefits to enjoy for the customers. Different kinds of materials are available in the market due to the growing demand for creativity in the fashion industry. Many companies are hiring employees coming from a certain background to handle the projects focused on a particular material. 

The procedure of getting the clothes made has to be handled by someone who knows the material and what kind of work is done to get the best out of that material. Yarn is the most delicate material which requires advanced attention from the workers to avoid any chaotic situation. 

Getting enrolled in the Yarn manufacture I: Principle of Carding and Drawing Course by Swayam is the first step in entering the fashion industry & creating your base for future career opportunities. This course is part 1 of a series that comes under yarn manufacturing so that the candidates learn every component of that part. The process of carding and drawing plays an important role in yarn manufacturing which is covered in this course. 

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12 Weeks
Free
Skills Covered:
Manufacturing knowledge
Evaluation of Textiles Materials

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Certificate

Evaluation of Textiles Materials

The Evaluation of Textiles Materials certification course throws light on the essential steps of textile product, process and product development, research, distribution, and consumption. Evaluation of textile materials proves highly necessary during the selection of raw materials, intermediate materials, and finished products.  The undergraduate level training, with an exhaustive syllabus, is free.

The Evaluation of Textiles Materials certification enables students to realize how vital the role of testing is in catering to customer requirements. On the other hand, testing plays a crucial role in the research and development processes as well. Evaluation helps in the determination of the next route. 

The Evaluation of Textiles Materials training lets students understand the detection of faults in the machinery and materials. Consistent testing of textiles is a recommended procedure as it results in enhanced and efficient production output.  This course is taught by Professor Apurba Das, from IIT Delhi, and has worked in the textile domain for about 11 years.

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12 Weeks
Free
Skills Covered:
Knowledge of engineering
Textured Yarn Technology

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Certificate

Textured Yarn Technology

The course deals with the aspects of the man-made or artificial fiber industry and the textile industry at large. The Textured Yarn Technology certification course imparts information regarding fundamentals of the topic, issues faced by the industry and its solutions, advantages and its limitations, etc. The program gives the option of self-paced learning to all the candidates if they are not able to complete the Textured Yarn Technology certification syllabus in 12 weeks. Candidates can take the sessions according to their own times. 

The course is absolutely online and can be availed at zero cost. Candidates also get the opportunity of getting a certificate towards the end of the course which can be availed after paying the exam fees followed by an in-person exam. Candidates get to obtain study material of Textured Yarn Technology online course which is provided by the platform to all the applicants at zero cost. Candidates need not maintain any minimum attendance percentage for this course.

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12 Weeks
Free
Skills Covered:
Manufacturing knowledge
Theory of Yarn Structure

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Certificate

Theory of Yarn Structure

This online session on Theory of Yarn Structure by Swayam will be dealing with a structured system of theoretically derived inherent laws that pertains to the properties and structures of yarns. The course of the Theory of Yarn Structure training has been divided into a number of modules and each of these modules will be covering details of the - terminologies, definitions, and fundamental relations that will help them to secure the fundamental knowledge and clear their basic concepts. The  Theory of Yarn Structure certification syllabus over the period of twelve weeks will be covering the key principles and topics of - Relation among yarn count, twist, and diameter, Yarn shrinkage due to washing, Radial fiber migration in yarns, Mass irregularity of yarns, Helical model of fibers in yarns. The knowledge that the students will learn in the course will be helping them to secure a job in the textile industry and its applied industry.

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12 Weeks
Free
Skills Covered:
Knowledge of engineering
Technical Textiles

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Certificate

Technical Textiles

The Technical Textiles is provided on the Swayam online educational platform for the undergraduate and postgraduate students of textile engineering and technology, and material sciences. This National Program for Technology Enhanced Learning free online course is developed by the Indian Institute of Technology Delhi. The course is a study about the details of technicalities associated with the textile industry and to understand the characteristics and functional properties of textile materials and their implementation.

This faculty development program belonging to the field of textile engineering is a core course organized by the IIT Delhi for twelve weeks. The course educator to guide the students through the course is Prof Apurba Das, from the department of textile technology in IIT Delhi. The course is approved by the All India Council for Technical Education and helps the students acquire three-course credits and a course completion certificate that consists of the logos of NPTEL and IIT Delhi representing their recognition of the ‘Technical Textiles’ online training.

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12 Weeks
Free
Skills Covered:
Knowledge of engineering Knowledge of fashion industry
Geography of Tourism

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Certificate

Geography of Tourism

SWAYAM is a programme initiated by the Government of India which seeks to remove the bridge of the digital divide for students who remained untouched by the digital revolution.

Geography is fundamental to the study of tourism because tourism is geographical in nature. 

The course in Geography of tourism follows a systematic approach that enables candidates towards their desired goal in Tourism. This course caters candidates with timely progress and makes them stand out in the field of tourism and services. This course helps people earn and socialize through tourism activities. The lessons are designed by remarkable instructors having great knowledge. Effective video lectures and timely self assessment programmes are provided ensuring proper knowledge.

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12 Weeks
Free
Skills Covered:
Knowledge of tourism
Tourism Resources of India

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Certificate

Tourism Resources of India

The tourism and travel industry contributes significantly to the country's economic development since it can be perceived from both the business and the leisure perspective. India is one of the oldest civilisations and has a rich cultural heritage with very diverse features. The Tourism Resources of India programme offered by Swayam focuses on how the nature and history of India make it an appealing tourist destination. 

The Tourism Resources of India course talks about the diverse landscapes of India, varieties of mountains, hills, and valleys, and more. The curriculum features an overview of the famous monuments, sea-sides, traditional art and dances, and diverse festivals in India. Belonging to the category of multidisciplinary training it is an elective course intended for undergraduate students.

Professor H. Rajshekhar, a professor of Tourism and Commerce at the University of Mysore, teaches the course. Swayam's Tourism Resources of India programme takes around 12 weeks to complete.  The training is entirely online, rife with video lectures, assignments, and quizzes for self-assessment. You will also receive a certificate once you take the certification examination and secure the marks that meet the eligibility criteria. 

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12 Weeks
04 January 2026 - 29 April 2026
Free
Skills Covered:
Knowledge of tourism

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