1397 Courses and Certifications

NPTEL Courses & Certifications 2026

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Principles of Communication Systems - I

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Certificate

Principles of Communication Systems - I

12 Months
Free
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Immunology

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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

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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.

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

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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. 

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

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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.

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12 Weeks
Free
Skills Covered:
Mathematical skill
Computational Geometry

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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. 

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

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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
Programming in Modern C++

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Certificate

Programming in Modern C++

The Programming in Modern C++ certification course is offered in online sessions  by Swayam for a period of 12 weeks. The course has been partnered with the Indian Institute of Technology, Kharagpur, and NPTEL supports Swayam with this course. Partha Pratim Das of IIT Kanpur leads this course successfully for the students who are participating in the programming in modern c++ course.

The Programming in Modern C++ training will help the students learn about the entire family related to Object-Oriented Programming and get acquainted with a proper foundation in Python, and Java as required. Python knowledge is required as C++ is the mother of the different programming languages. This programming course offers a multi-paradigm encompassing procedural and functional programming. 

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12 Weeks
Free
Skills Covered:
Programming skills
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
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
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
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
Understanding Incubation and Entrepreneurship

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Certificate

Understanding Incubation and Entrepreneurship

Understanding Incubation and Entrepreneurship Certification aims to provide in-depth understanding about incubation and entrepreneurship and to encourage students to become entrepreneurs and not graduate with degrees.

Understanding Incubation and Entrepreneurship Classes help candidates undertaking this course to learn and use a wide array of learning methodologies that combine inputs from several pre-incubators and incubators like GDC, BETIC, SINE, IITH and DSSE are used to familiarise them with the entrepreneurial framework and the start-up initiatives that will help them navigate through their own entrepreneurial path. 

All students get a Understanding Incubation and Entrepreneurship Certification by Indian Institute of Technology Bombay (IIT Bombay).

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12 Weeks
Free
Skills Covered:
Critical thinking
Environmental Impact Assessment

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Certificate

Environmental Impact Assessment

Environmental Impact Assessment is an online course that can be pursued by both undergraduate and postgraduate students. The certificate programme is 12 weeks in duration. Developed and instructed by Prof. Harshit Sosan Lakra, a faculty at IIT Roorkee, the course is an AICTE (All India Council for Technical Education)-approved programme. The course will ecological impact assessment, environmental aspects and impacts risk assessment, EIA methodologies, and the like. 

The Environmental Impact Assessment Certification Course will provide detailed glimpses of Environmental Impact Assessment. It is the process of examining the possible impacts and consequences of proposed development and projects. Environmental Impact Assessment Certification is a free programme offered by Swayam and IIT Roorkee jointly. However, the certificate will be conferred only to the learners who sit in the exam and get the percentage of marks specified by the authorities.

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12 Weeks
Free
Skills Covered:
Knowledge of Environmental Science
Introduction to Environmental Engineering and Science Fundamental and Sustainability Concepts

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Certificate

Introduction to Environmental Engineering and Science - Fundamental and Sustainability Concepts

The Introduction to Environmental Engineering and Science - Fundamental and Sustainability Concepts Certification consists of a 12-week online course. IIT Kharagpur develops and approves the course syllabus, even if Swayam is appointed to teach the course. The Indian Institute of Technology, Kharagpur, and NPTEL are the organisations authorized to issue this course certificate.

The Introduction to Environmental Engineering and Science - Fundamental and Sustainability Concepts Certification course is a 12-week online program. The course syllabus is prepared and verified by IIT Kharagpur even if Swayam is appointed to provide the course. This course certificate is presented by the Indian Institute of Technology, Kharagpur, and NPTEL.

Introduction to Environmental Engineering and Science - Fundamental and Sustainability Concepts training is a part of the multidisciplinary core curriculum. This certification course is taught by Brajesh Kumar Dubey.

This online course's goal is to give a general overview of the environmental challenges that, per the directive of the Hon'ble Supreme Court of India, all of our working professionals should be aware of so that recycling, waste management, public health, and air and water pollution control can be improved.

This course covers the fundamental concepts of ecology, water pollution, water and wastewater quality and treatment, solid and hazardous waste management, soil and noise pollution, sustainability concepts including environmental impact assessment, life cycle assessment, waste minimization, the circular economy, and sustainable development insurance.

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12 Weeks
Free
Non-Conventional Energy Resources

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Certificate

Non-Conventional Energy Resources

The Non-Conventional Energy Resources certification course will be providing the students with the key principles that will help the students to understand the primary concepts of the - operating principles that are being used in daily operations to work in a range of sectors that use the concepts of “non-conventional energy resources”. 

The online programme on Non-Conventional Energy Resources by Swayam will be helping the students to understand the key principles of- solar energy, batteries, geothermal conversions and fuel cells. The students will be made aware of both the disadvantages and advantages of the conventional sources of the energy sources.  

The twelve week programme will be dealing with multidisciplinary subjects that will be emphasizing more on the subjects of- environmental and energy related applications. After completing the online course the students will learn to frame the policies that are related to the energy sectors. The impact of solar energy will also be discussed in the course.

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12 Weeks
Free
Skills Covered:
Knowledge of engineering
Introduction to Film Studies

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Certificate

Introduction to Film Studies

The Introduction to Film Studies certification course allows the learners to expand their knowledge base with the fundamental and crucial concepts of film studies. With this program, students can expect to be effortlessly adept with the latest trends and genres in world cinema. The elective course is spread over a duration of twelve weeks.  

The Introduction to Film Studies program is an AICTE approved FDP course and is an undergraduate-level course. It falls under the shared domain of English Studies and Humanities and Social Sciences. The course is offered by Professor Aysha Iqbal Viswamohan, who is a professor of the drama, film studies, and popular culture section of the Department of Humanities and Social Sciences at IIT Madras. 

The Introduction to Film Studies training enables students to be familiar with the key cinematic films and figures that have received international recognition. Moreover, the students can also avail a certificate alongside nurturing the merits of being trained by the best in the country.

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12 Weeks
Free
Skills Covered:
Knowledge of films
Forests And Their Management

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Certificate

Forests And Their Management

The Forests And Their Management certification course allows the students to pursue this course without making any payment. It depends upon the will of the candidate whether they want to go for the paid version of the course or the free one. Candidates can get benefitted by paying the exam fees in the form of a verified e-certification. The course is provided by the Indian Institute of Technology, Kanpur in association with the forum of Swayam. The learning from this course comes with no limitations regarding the attendance or timings of the classes. It is a self-paced programme and can be finished as per the will of the students. The Forests And Their Management certification syllabus will take around 12 weeks to get completed by the teacher.

The course deals with the broad concept of wildlife and its management. Candidates who take admission into this programme will learn about silviculture, principles of forestry, process of planting a forest in India as well as abroad with some practical insights. The Forests And Their Management online course covers 12 different topics and assignments every week which helps in giving a detailed explanation of the topic as well the students can assess their understanding through assignments and tasks.

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12 Weeks
Free
Skills Covered:
Knowledge of Environmental Science
Business Ethics

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Certificate

Business Ethics

The Business Ethics Certification by Swayam is intended to create and develop in the learners an understanding of the different approaches of Business Ethics and its application in business decision making with CSR and sustainable business processes in the age of Globalization. The course is intended for all interested learners. The enrolled candidates are provided with high industry support. The industry support for the sustainability of any kind of business and the knowledge of Business Ethics will help the individuals in proper decision making for personal integrity and social responsibility. The only prerequisites the participants must have are that they should be graduated and possess a basic understanding of business management.

Under the Business Ethics Certification Course by Swayam, Prof. Susmita Mukhopadhyay (IIT Kharagpur) will be the online instructor. The duration of this course is a 12 weeks. This course falls under the management category and is of the postgraduate level. The course is fully online and all the participants will be provided with a digital certificate, once they meet the criteria of qualifying for the certification. In addition, this is an FDP course approved by AICTE.

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12 Weeks
Free
Skills Covered:
Business Management
Managerial Skills for Interpersonal Dynamics

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Certificate

Managerial Skills for Interpersonal Dynamics

Developing a cohesive environment in the workplace is highly important to ensure that every employee feels comfortable and welcome. The Managerial Skills for Interpersonal Dynamics certification course is designed to look after the personal and professional dimensions of work. Whether you work individually, in a group or team, in the workplace or within the family, the training helps.

The Managerial Skills for Interpersonal Dynamics certification syllabus covers many dimensions of self-management skills. Some of them are ego, image, forgiveness, emotional intelligence, self-satisfaction, group dynamics, spiritual intelligence, trust and optimism. These dimensions affect the interpersonal dynamics, and the course trains candidates in taking the best approaches.

The Managerial Skills for Interpersonal Dynamics programme is not only created from an academic standpoint, but it is also a personality development course. The training lasts for 12 weeks and is an AICTE-approved FDP created by IIT Roorkee. Candidates interested in this course can enrol for free and choose to pay for the certificate.

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12 Weeks
Free
Skills Covered:
Managerial skill
Decision Making with Spreadsheet

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Certificate

Decision Making with Spreadsheet

12 Weeks
Free

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