Page 12 - NPTEL Courses & Certifications 2026 - Free & Paid Online NPTEL Courses

Offered by

IIT Kharagpur via Swayam +1

Certificate

Power System Dynamics, Control and Monitoring

The online Power System Dynamics, Control and Monitoring training has been organized for both the students who are currently pursuing postgraduate and undergraduate courses from the stream of - electrical engineering. The online certification course on Power System Dynamics, Control and Monitoring by Swayam will be introducing the registered students to the concepts of- reference frame transformation, synchronous machine modeling, automatic voltage regulation, transient stability for multimachine system, power system stabilizer, state estation, participation factor analysis and automatic generation control under deregulated environment. After completing the twelve-week program the students will be developing industrial-level skills on- stability, control of power systems, and operation. Upon completing the Power System Dynamics, Control and Monitoring certification syllabus all the students will be able to analyze the power systems and will further learn about framing the strategies and formulating policies that can be applied in the industries. The course will thus help the students to earn a professional badge.

12 Weeks

₹ Free

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Skills Covered:

Knowledge of engineering

Offered by

IIT Kharagpur via Swayam +1

Certificate

Network Analysis

The Network Analysis certification course will help the candidate to meet the ongoing changes that are happening in the field of network analysis. The course starts with a definition of circuit components, roots, and contributes to the interpretation of various fascinating network theorems used to successfully solve linear, time-invariant network issues in time and domain. The steady and transient solution to network issues with several sources, like the origins of impulses, δ (t).

The Network Analysis training will bring several aspects of the challenges into the focus of the student and they’ll learn how to sort them in association with different models and theories implemented in respective fields. The course will take the representation of a circuit in s-domain (Laplace domain), two-port networks, graph, network tree, into modules and use them to solve broad network problems using matrices that are the central element of the respective area.

The Network Analysis certification that is going to be offered by the end of the curriculum helps the enrolled aspirant to do some further high studies in the same major. The course brings intellectual studies to the mixture of comprehension along with the analytical practice.

12 Weeks

₹ Free

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Skills Covered:

Knowledge of engineering

Offered by

IIT Kharagpur via Swayam +1

Certificate

Spread Spectrum Communications and Jamming

Learners of the Spread Spectrum Communications and Jamming course by Swayam will understand the principles behind classic spread spectrum communications and code division multiple accesses. It is a Faculty Development Programme approved by AICTE. This elective course includes examples such as Global Positioning Systems (GPS) and other commercial application systems.

The topics listed in the Spread Spectrum Communications and Jamming certification syllabus include waveforms, Galois field maths, code acquisition, and tracking mechanisms, CDMAs, and MUD. The curriculum will explore MATLAB platforms, wireless cellular environments, and multiuser systems. Learners will be given access to video lectures, study references, and system examples.

The study is developed by IIT Kharagpur and instructed by Professor Debarati Sen. It is recommended for learners to know digital communication and wireless communications. This 12-week online training comes with a Spread Spectrum Communications and Jamming certification. Candidates need to complete all learning modules, in-course assignments and write a proctored exam for the certificate.

12 Weeks

₹ Free

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Skills Covered:

Knowledge of MATLAB Knowledge of engineering

Offered by

IIT Kharagpur via Swayam +1

Certificate

Advanced Microwave Guided-Structures and Analysis

The Advanced Microwave Guided-Structures and Analysis online course is a 12 weeks online program offered by Swayam, an initiative by the Government of India’s Ministry of Education. The course starts with an introduction to the full characterisation of Scattering Matrix Parameters. Following that, Maxwell's Equations are addressed in both time-harmonic and instantaneous versions.

The Advanced Microwave Guided-Structures and Analysis training covers the wave function in a homogeneous medium and radiated fields from a current source in a continuous medium, in terms of electric and vector potentials/scalar magnetic.

Advanced Microwave Guided-Structures and Analysis syllabus covers the phenomena of transmission and wave reflection at dielectric and conducting surfaces and investigates oblique and normal incidences. The course covers a detailed analysis of the rectangular waveguide in terms of power flow, modes of propagation, and power dissipation.

12 Weeks

₹ Free

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Skills Covered:

Technology skills

Offered by

IIT Kharagpur via Swayam +1

Certificate

Power system analysis

The ‘Power system analysis’ course is offered by the Indian Institute of Technology Kharagpur through the Swayam online education portal. It is a National Program for Technology Enhanced Learning(NPTEL) online free course for the students pursuing their bachelor’s or master’s degree in electrical engineering.

The course helps the students gain comprehensive knowledge of per-unit systems and circuit system applications. This faculty development program by IIT Kharagpur is conducted for twelve weeks and is approved by the All India Council for Technical Education. The undergraduate-level course is guided by Dr. Debapriya Das from the department of electrical engineering at IIT Kharagpur. The course which is a part of the Electrical, Electronics and Communications Engineering, and Power Systems and Power Electronics domains enables students to earn three-course credits. The course certificate received after completion of the ‘Power system analysis’ online training consists of NPTEL and IIT Kharagpur logos that represent its authenticity.

12 Weeks

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Skills Covered:

Knowledge of engineering Knowledge of physics Knowledge of electronics Civil Engineering skills

Offered by

IIT Kharagpur via Swayam +1

Certificate

Principles and Techniques of Modern Radar Systems

The ‘Principles and Techniques of Modern Radar Systems’ is a study about the multisystem of radars in electronics engineering. The radar system principles program is a National Program for Technology Enhanced Learning Program that provides free online training to the students pursuing their undergraduate and postgraduate levels in electrical engineering, electronics and communication engineering, or communications and signal processing, on the Swayam education platform.

This elective course is offered by the Indian Institute of Technology Kharagpur for twelve weeks by the course instructor, Dr. Amitabha Bhattacharya, an associate professor from the department of electrical, electronics, and communication engineering at IIT Kharagpur.

The ‘Principles and Techniques of Modern Radar Systems’ online training program is approved by the All Indian Council of Technical Education and allows the students to gain three credits after completion of this course. The candidates of this faculty development program can avail of the certificate which is e-verifiable containing the logos of NPTEL and IIT Kharagpur.

12 Weeks

₹ Free

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Skills Covered:

Technology skills Knowledge of electronics Knowledge of engineering

Offered by

IIT Kharagpur via Swayam +1

Certificate

Electrical Measurement and Electronic Instruments

The ‘Electrical Measurement and Electronic Instruments’ online course is about the functioning and principles of various kinds of electro-mechanical instruments. This is a National Program for Technology Enhanced Learning online course by the online education platform Swayam. The online course is developed and organized by the Indian Institute of Technology Kharagpur.

This NPTEL free online course is conducted for twelve weeks and is a core course for the students of undergraduate level. It is categorized under the domain of electrical, electronics, and communication engineering, control, and instrumentation along with power systems and power electronics. The course instructor for the All India Council for Technical Education (AICTE) approved online program is Dr. Avishek Chatterjee from IIT Kharagpur.

The ‘Electrical Measurement and Electronic Instruments’ training program enables the students to gain three credit points and provides the eligible students with an e-certificate with the logos of NPTEL and IIT Kharagpur after course completion.

12 Weeks

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Skills Covered:

Knowledge of engineering Knowledge of electronics Mechanical skills Knowledge of physics

Offered by

IIT Kharagpur via Swayam +1

Certificate

Communication Networks

The study of networks here in Communication Networks Certification calls for an understanding of network topologies, protocols, or algorithms that handle various information-exchange tasks or subtasks as well as tools for network design and performance analysis.

The properties and structure of communication networks are covered in detail in Communication Networks Classes to enable the back-and-forth movement of a physical entity, any network containing nodes and branches in any data communication and computer networks.

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

12 Weeks

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Skills Covered:

Knowledge of computer networking

Offered by

IIT Kharagpur via Swayam +1

Certificate

Signal Processing Techniques and its Applications

Signal Processing Techniques And Its Applications Certification is that the information that they contain can be displayed, analyzed, or converted to another type of signal that is useful. In the practical world, analog products detect signals such as sound, light, temperature, or pressure and manipulate them accordingly to their usage.

Signal Processing Techniques And Its Applications Classes teach about the modern applications that have penetrated a wide range of systems, such as consumer electronics, digital communications, medical imaging, and so on.

All students get a Signal Processing Techniques And Its Applications Certification from the Indian Institute of Technology Kharagpur (IIT Kharagpur) under the Swayam Initiative by the Government of India.

12 Weeks

₹ Free

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Skills Covered:

Knowledge of electronics

Offered by

IIT Kharagpur via Swayam +1

Certificate

Analog Electronic Circuits

The primary purpose of Analog Electronic Circuits Certification is to serve as a foundational course for undergraduates and as a refresher course for graduate students and circuit designers employed in the industry.

It strikes the ideal mix between theory and practice in Analog Electronic Circuits Classes so that the studied circuits can be built in a laboratory course for undergraduates and their measured performance can be easily compared to the theoretically expected performance. It boosts theoretical confidence.

All students get an Analog Electronic Circuits Certification by the Indian Institute of Technology Kharagpur (IIT Kharagpur) under the Swayam initiative by the Government of India.

12 Weeks

₹ Free

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Skills Covered:

Knowledge of electronics

Offered by

IIT Kharagpur via Swayam +1

Certificate

Biophotonics

The online course on Biophotonics by Swayam introduces the rudimentary concepts of photonics and biology along with the discipline of medicine. The Biophotonics certification syllabus for a period of twelve months will be covering the following topics- basics of biology, light-matter interactions, biophotonics, biosensors, light activate therapy and other topics related to the domain. For the course, students from a multi-discipline can join. Candidates from electronics, biological sciences, bioengineering, communication engineering, and others can apply for the Biophotonics online course and have their existing skills developed.

The course will be held over digital platforms. The applicants further can register for the course for free but for getting the certificate they can choose to apply for the exam. For the benefit of the participating candidates, the course type has been structured as an elective. The program will thus help the students to learn about the basics of light-matter interactions.

12 Weeks

₹ Free

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Skills Covered:

Knowledge of engineering

Offered by

IIT Kharagpur via Swayam +1

Certificate

VLSI Physical Design

The online certification program on VLSI Physical Design by Swayam will be introducing the appearing candidates with the fundamentals and the principles that are involved in the basic design flaw in the VLSI physical design automation. The VLSI Physical Design training will also be covering the basic data structural designs and the algorithms used for implementing the designs in the solution statements.

In the VLSI Physical Design certification syllabus, the candidates will be provided with- assignments and examples that will be helping them to comprehensively understand the primary concepts that are involved in the VLSI physical design.

Over the course of twelve weeks, the concepts that will be involved are - Grid routing and global routing, Interconnect modeling and layout compaction, Detailed routing and clock design, Physical synthesis and performance-driven design flow, Clock routing, and power/ground, Static timing analysis, and timing closure. The program will thus help them to develop the students existing skills in digital circuits.

12 Weeks

₹ Free

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Skills Covered:

Knowledge of engineering

Offered by

IIT Kharagpur via Swayam +1

Certificate

Engineering Econometrics

The Engineering Econometrics certification course is an elective course under the management studies category at IIT Kharagpur. This course is offered at both the undergraduate and postgraduate levels for students of management, engineering, or multidisciplinary subjects. And Prof Rudra P Pradhan instructs this online course.

The Engineering Econometrics training syllabus will explore data modelling, spreadsheet, and analysis required to make significant business analytics decisions. This is quantitative training that will discuss problems related to business/management. Moreover, to enhance the students' decision-making and problem-solving skills, the course uses real-life cases and problem sets.

Students can audit the Engineering Econometrics programme by Swayam for free if they meet the essential prerequisites. However, those who want to receive the course certificate on completion must complete all 12 in-course assignments and the end-term proctored exam. The cumulative passing score of the assignments and exam will determine the eligibility for the e-certificate.

12 Weeks

₹ Free

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Skills Covered:

Knowledge of Econometrics

Offered by

IIT Kharagpur via Swayam +1

Certificate

Engineering Mathematics II

The Engineering Mathematics II online course is a 12-week course and the second part of Engineering Mathematics training. This programme is an undergraduate-level core course, and a part of the mathematics category, offered by IIT Kharagpur. The course will be instructed in English by Prof Jitendra Kumar.

The Engineering Mathematics II certification syllabus deals with the essential and fundamental aspects of mathematics required for undergraduate science or engineering studies. Some of the topics covered under the course in the first eight weeks are vector calculus, numerical and complex analysis, and Laplace Transform methods applied to several engineering-related problems.

Towards the end, the last four weeks of the Engineering Mathematics II training deals with module five, including in-depth information about the Fourier Series Representation and Transform. The course also has many reference materials to help the candidates do their research. Candidates may even register for the exam and receive an e-certificate based on their eligibility.

12 Weeks

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Offered by

IIT Bombay via Swayam +1

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).

12 Weeks

₹ Free

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Skills Covered:

Critical thinking

Offered by

IIT Roorkee via Swayam +1

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.

12 Weeks

₹ Free

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Skills Covered:

Knowledge of Environmental Science

Offered by

IIT Kharagpur via Swayam +1

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.

12 Weeks

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Offered by

IIT Madras (IITM) via Swayam +1

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.

12 Weeks

₹ Free

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Skills Covered:

Knowledge of engineering

Offered by

IIT Madras (IITM) via Swayam +1

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.

12 Weeks

₹ Free

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Skills Covered:

Knowledge of films

Offered by

IIT Kharagpur via Swayam +1

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.

12 Weeks

₹ Free

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Skills Covered:

Supply Management

Offered by

IIT Kharagpur via Swayam +1

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.

12 Weeks

₹ Free

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Skills Covered:

Knowledge of Python Knowledge of cloud computing Networking Data science knowledge

Offered by

IIT Roorkee via Swayam +1

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.

12 Weeks

₹ Free

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Skills Covered:

Marketing skills

Offered by

IIT Kharagpur via Swayam +1

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.

12 Weeks

₹ Free

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Skills Covered:

Marketing skills

Offered by

IIT Roorkee via Swayam +1

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.

12 Weeks

₹ Free

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Skills Covered:

Statistical skills Data science knowledge Knowledge of Python

Offered by

IIT Kanpur via Swayam +1

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.

12 Weeks

₹ Free

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Skills Covered:

Operations analysis

Offered by

IIT Kanpur via Swayam +1

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.

12 Weeks

₹ Free

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Skills Covered:

Decision making skills Data science knowledge

Offered by

IIT Kanpur via Swayam +1

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.

12 Weeks

₹ Free

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Skills Covered:

Statistical skills Data science knowledge

Offered by

IIT Kanpur via Swayam +1

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.

12 Weeks

₹ Free

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Skills Covered:

Data science knowledge

Offered by

IIT Madras (IITM) via Swayam +1

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.

12 Weeks

₹ Free

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Skills Covered:

Database knowledge

Offered by

IIT Kanpur via Swayam +1

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.

12 Weeks

₹ Free

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Skills Covered:

Automation skills Robotic skills

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