NPTEL Courses & Certifications 2026

Offered by

IIT Kanpur via Swayam +1

Certificate

Principles of Communication Systems - I

12 Months

₹ Free

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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 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 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 & 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

Offered by

IIT Kharagpur via Swayam +1

Certificate

Deep Learning For Visual Computing

Deep Learning for Visual Computing course’s aim is to educate the student about the stratified recognition task. This is a free course that covers topics including visual computing, ResNet, PyTorch, Python, GoogleNet, and more.

Swayam Deep Learning for Visual Computing is an appropriate option for people who want to become deep learning scientists, get into research, computer vision engineer, AI research scientist, etc. Join this course to make a career as a software engineer, deep learning engineer, IT artificial intelligence intern, research scientist, computer scientist, etc.

The course type is ongoing and the length for this course is 12 weeks. There are no strict fee charges to enrol or study the Deep Learning for Visual Computing course, but for the certificate, the student needs to register and appear in an examination conducted in person at a chosen center. Regular assessments and one-on-one doubt clearing sessions are held by IIT-affiliated teachers.

12 Weeks

₹ Free

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Skills Covered:

Knowledge of Python Knowledge of deep learning

Offered by

IIT Ropar (IIT-RPR) via Swayam +1

Certificate

Deep learning

Over the past few years, Deep Learning has received a lot of attention due to its wide-ranging applications in data analytics, natural language processing, and computer vision. Many professionals who are well versed in deep learning technologies have been employed by leading companies like Google, IBM, Facebook, Microsoft, and Twitter. In this Deep learning – IIT Ropar online training, you will get familiar with the building blocks of deep learning algorithms and solutions.

The Deep Learning – IIT Ropar course syllabus places a particular emphasis on neural network topics like attention mechanisms, convolutional neural networks, feed-forward neural networks, and recurrent neural networks. Various deep learning optimisation algorithms such as Nesterov Accelerated Gradient Descent, Gradient descent, Adam, AdaGrad, and RMSProp are also covered. Learning these algorithms and methods will help effectively train deep neural networks.

After completing all the lectures and assignments of the Deep Learning – IIT Ropar programme, you’ll have a robust grasp of deep learning architectures, which you can employ to carry out various computer vision and Natural Language Processing tasks. You can also test your understanding by applying for the final proctored exam. Passing this test will also grant you a certificate by Swayam, which can be used to display your skills and get lucrative jobs.

12 Weeks

₹ Free

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Skills Covered:

Knowledge of deep learning

Offered by

IIT Kharagpur via Swayam +1

Certificate

Deep Learning

The availability of massive amounts of image and video data on the internet has made data interpretation and analysis a challenging affair. However, deep learning has proved to be an excellent solution to such a mammoth task. Moreover, deep learning is not only applicable to data analysis but also computer vision and natural language processing tasks. This Deep Learning - IITKGP course will help you get familiar with the concept and its applications.

The Deep Learning - IITKGP course syllabus starts with traditional machine learning methods like multilayer perceptron and Bayesian classification. Towards the end, the course will discuss modern deep learning approaches like autoencoders and convolutional neural networks. After completion, you will have the knowledge and confidence to take on challenging, real-world problems related to data analysis and automation.

By opting for the Deep Learning - IITKGP certification course, you also get industry support from Adobe, TCS, Google, and DRDO. Moreover, the course’s scheduled nature also provides you with enough motivation to study the modules and complete the course. After every module, you can find challenging assignments, which help you gauge your understanding.

12 Weeks

₹ Free

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Skills Covered:

Knowledge of deep learning

Offered by

IIT Kharagpur via Swayam +1

Certificate

Six Sigma

The Six Sigma online course focuses on the operational and strategic issues observed in process development. Students will understand Six-sigma as a measure of quality that enables them to achieve perfection through disciplined and data-driven approaches in eliminating defects. The process proves beneficial in almost all the procedures involved in transactional, manufacturing, and services.

Spread over twelve weeks, the Six Sigma training throws light on the systematic approach of Define, Measure, Analyse, Improve, and Control (DMAIC) for improving processes. This online course will provide students with a detailed understanding of different issues concerning each phase of DMAIC. This training also includes real-time industry examples, cases, and MINITAB software applications to offer learners practical knowledge.

IIT Kharagpur has specifically designed the Six Sigma certification syllabus to align with the current industry standards. Thus, the course can equally satisfy both university students' and industry-experienced professionals’ needs. Students can also obtain accreditation for this AICTE approved FDP curriculum, built for postgraduate/undergraduate learners.

12 Weeks

₹ Free

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Skills Covered:

Project management

Offered by

IIT Kharagpur via Swayam +1

Certificate

Educational leadership

The ‘Educational leadership’ online certification course is offered as a massive open online course to enhance the significance of leadership in educational organizations that leads them towards development. The students are given an opportunity to discuss the tools and techniques to gain leadership skills within the context of an educational institution. This free online course is provided by the Swayam online portal and the National Programme on Technology Enhanced Learning (NPTEL). This elective course is approved by the All India Council for Technical Education and is conducted for eight weeks through an online virtual environment.

The course instructor for this program is Prof. Atasi Mohanty from the center for education technology at the Indian Institute of Technology Kharagpur. The candidates of this training will acquire theoretical and practical knowledge of the concepts of educational management and administration. The students of the ‘Educational leadership’ online training program are given the certificate and credit points for this humanities and social sciences program.

12 Weeks

₹ Free

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Skills Covered:

Leadership Teaching skills Critical thinking Managerial skill

Offered by

IIT Roorkee via Swayam +1

Certificate

Leadership and Team Effectiveness

Leadership and Team Effectiveness Certification will discuss understanding by leadership, who is the leader? What type of leadership can a person do or perform? And what a leader has to perform as a leader of the group.

Also the difference between a manager and a leader: who is a manager? His job in planning, organizing, leading, and controlling and how a leader performs the job of a leadership activity will be taught in the course.

Leadership and Team Effectiveness Classes aim to explain the patterns of leadership roles for team effectiveness in noneconomic organizations compared to economic organizations.

All enrolled candidates get a Leadership and Team Effectiveness Certification from the Indian Institute of Technology Roorkee (IIT Roorkee) under the Swayam Initiative by the Government of India.

12 Weeks

₹ Free

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Skills Covered:

Leadership

Offered by

IIT Kharagpur via Swayam +1

Certificate

Concepts of Thermodynamics

Thermodynamics today has emerged practically as one of the most important branches of physics as it deals with the conversion of energy into heat and is the solution to various engineering problems. It was originally introduced during the 19th century when the Industrial Revolution was at its peak, and today we can detect thermodynamics in engines, generating electricity, riding a bike, and even moving an aeroplane.

Not just these, Thermodynamics today is part of major industries like iron and steel, power generation, food processing, air conditioning, refrigerators. Swayam Concepts of Thermodynamics Certification Course is designed to make learners understand the concept of how heat and work interact for various systems.

It contains audio-visual themed material through which students can thoroughly understand the concepts of thermodynamics. This also comes with practice tests so students can keep track of their progress.

The best part of this course is the online forum created where students can clear their doubts from the top-notch faculty members. The course is intended for b.tech undergraduates and teachers of undergraduate thermodynamics.

This is an undergraduate level mechanical engineering course. This course is made to make sure students learn and also get the best possible practical knowledge to understand the concepts and application of thermodynamics.

12 Weeks

₹ Free

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Skills Covered:

Knowledge of physics

Offered by

IIT Madras (IITM) via Swayam +1

Certificate

Thermodynamics for Biological Systems: Classical and Statistical Aspect

Thermodynamics for Biological Systems: Classical and Statistical Aspect certification course offers the aspirants firm learning on the different relevant principles of thermodynamics. The different principles, properties, and differences in this thermodynamics have been illustrated with relevant examples.

The topics have been jotted down keeping in view of all the latest demands and topics under this field. The candidates can enjoy the learning any time during the course, as they will be able to access the materials throughout the time when they have taken the course and understood it well.

The Thermodynamics for Biological Systems: Classical and Statistical Aspect certification syllabus will help candidates learn all the terminologies in a simpler way. The industry exposure for the students has been given the utmost importance by the experts. Modules have been designed with proper time break so that the candidates have enough time to have their hands on the different learning attributes.

12 Weeks

₹ Free

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Skills Covered:

Knowledge of physics

Offered by

IIT Kharagpur via Swayam +1

Certificate

Training and Development

Training and Development Certification is very important to understand who the employees are, what an organization is, and the importance of training and development in the employee’s lifecycle in the organization.

Training and Development Classes lay a lot of emphasis on learning through training, development, and knowledge management is a must-do if companies want to gain a competitive advantage and employee expectations.

All students get a Training and Development 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:

Training skills

Offered by

IIT Kharagpur via Swayam +1

Certificate

Quality Design and Control

The Quality Design and Control online program aim to teach the fundamental concepts, ideas, and statistical techniques used in quality assurance. These methods are utilized for quality control and design for systems, processes, and products in an industrial environment. You will study statistical process control, acceptance sampling, design for reliability, quality improvement through the Taguchi Method, and more.

Throughout the Quality Design and Control course duration, you will explore methods including process capability analysis, robust designing, quality management, and control, etc. employed in service and manufacturing organizations. This 12-week-long online training is an AICTE-approved Faculty Development Programme (FDP).

The Quality Design and Control certification course is a joint effort for undergraduate/postgraduate studying by Swayam and the Indian Institute of Technology, Kharagpur. It also features vast industry support from IT companies, Tata Steel, L&T, Tata Motors, and similar entities. Furthermore, you can get a course completion e-certificate after fulfilling the eligibility criteria.

12 Weeks

₹ Free

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Skills Covered:

Quality control

Offered by

IIT Kharagpur via Swayam +1

Certificate

Farm Machinery

Candidates can find the Farm Machinery course on the Swayam website. Swayam was envisioned by the Indian Ministry of Human Resource Development of the government of India to make access to education possible for all economic strata of society.

Swayam does not charge any course fee and the courses are created by researchers and scholars from India’s topmost institutes. But candidates who would like to get a certificate from Swayam need to pay an exam fee to be eligible for the end-term proctored exam, which is a compulsory requirement for getting Swayam certified.

The Farm Machinery course by Swayam is designed for people involved with agricultural engineering. They learn about the components and structure of basic modern horticultural equipment along with the basic principles of modern technology like sensors, embedded systems, image processing, and microcontrollers.

The course contents consist of basic principles and the correct utilization of modern techniques. Custom hiring, use of machines, and small farm mechanization techniques are also discussed in detail with real-life examples.

12 Weeks

₹ Free

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Skills Covered:

Knowledge of engineering

Offered by

IIT Kharagpur via Swayam +1

Certificate

Irrigation and Drainage

SWAYAM is a platform offering interactive courses, prepared by the finest teachers in India. It is a Government initiative which aims to avail the best teaching resources to all, including the disadvantaged.

The course of IRRIGATION and DRAINAGE created under the NPTEL (National Programme on Technology Enhanced Learning) for Engineering by SWAYAM focuses on enriching the learning experience of students by using interactive teaching methods. This is one of the prime courses of the Agricultural Engineering program recommended for graduate and undergraduate students.

This course designed by remarkable teaching faculty focuses on various topics of soil- water-plant-atmosphere relationship, management of salt affected soils, crop water requirement, management of salt affected soils, irrigation water conveyance, measurement of irrigation water, drainage of agricultural lands, irrigation systems design and their performance evaluation, performance evaluation of drainage systems. It involves class tests, problem solving questions, quizzes and assignments.

An e-certificate having the logos of NPTEL and IIT Kharagpur will be made available after successful completion of this course, which will be valid in all irrigation based companies.

12 Weeks

₹ Free

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Skills Covered:

Civil Engineering skills

Offered by

IIT Kharagpur via Swayam +1

Certificate

Plant Design and Economics

The Certificate Programme in Plant Design and Economics by Swayam is intended for the students of chemical engineering, environmental engineering, chemical technology and biochemical engineering. The course in detail deals with (a) basic economic analysis of chemical plants and (b) the technologies used in the design of chemical processes.

Certificate Programme in Plant Design and Economics by Swayam will cover the basic concepts in plant design and chemical engineering. Upon completion of the Certificate Programme in Plant Design and Economics by Swayam candidates will learn to appreciate the significance of safety and design operation.

After completing the course in Certificate Programme in Plant Design and Economics by Swayam he/she will develop a deep understanding of the chemical process and will be able to perform a complete economic analysis of the plant. The main target of the course is to make students aware of the safety features and importance to chemical engineering.

12 Weeks

₹ Free

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Skills Covered:

Knowledge of engineering

Offered by

IIT Guwahati (IITG) via Swayam +1

Certificate

C-Based VLSI Design

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

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

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

12 Weeks

₹ Free

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Skills Covered:

Designing skills Knowledge of engineering

Offered by

IIT Madras (IITM) via Swayam +1

Certificate

Introduction to Machine Learning

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

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

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

12 Weeks

₹ Free

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Skills Covered:

Knowledge of Algorithms Machine learning Data science knowledge

Offered by

IIT Madras (IITM) via Swayam +1

Certificate

Reinforcement Learning

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

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

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

12 Weeks

₹ Free

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Skills Covered:

Mathematical skill Programming skills

Offered by

IIT Madras (IITM) via Swayam +1

Certificate

Offshore Structures Under Special Environmental Loads Including Fire Resistance

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

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

12 Weeks

₹ Free

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Skills Covered:

Knowledge of engineering

Offered by

IIT Madras (IITM) via Swayam +1

Certificate

Computer Methods of Structural Analysis of Offshore Structures

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

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

12 Weeks

₹ Free

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Skills Covered:

Knowledge of MATLAB Knowledge of engineering

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