Swayam Free Courses & Certifications

The Probability for Computer Science Certification Course is a massive open online course that discusses the important topics in probability. The course available in online format on the Swayam learning platform is not a typical mathematics course. The course will familiarise learners with the concepts of probability along with its applications in algorithms and computer science. The Probability for Computer Science Training will be provided by Prof. Nitin Saxena of IIT Kanpur. The course will be taught via video lectures and is aimed at the undergraduate or post-graduate level. The model of assessments constitutes assignments and exams upon completion of which, learners will receive the  Probability for Computer Science Certification by NPTEL and IIT Kanpur.

Probability and Stochastics for Finance Certification will start with basics of probability as a tool to understand randomness and introduces the candidates to the main concepts, notions and results of stochastic financial mathematics.

Probability and Stochastics for Finance Classes provides necessary information for those individuals and professionals dealing with stochastic calculus and pricing in the models of financial markets such as SENSEX, NIFTY and operating under uncertainty.

All students enrolled will get a Probability and Stochastics for Finance Certification by Indian Institute of Technology Kanpur (IIT Kanpur) under the Swayam Initiative by Government of India. 

The online certification program on Basic Linear Algebra by Swayam is formulated as a basic session for interested students who wish to pursue higher academic knowledge in the field of engineering studies. The candidates who want to pursue a higher education qualification in the field of mathematics can also register for the Basic Linear Algebra training.  

The students in the Basic Linear Algebra certification syllabus will cover all the primary and basic tools that are used in the domain of “basic linear algebra”. The online session for a period of twelve weeks will be covering the topics namely- gram-Schmidt process, inner product spaces, rank-nullity, linear transformations, determinants, invertibility,  rank, diagonalization,  similarity, and applications. After completing the course, the Basic Linear Algebra certification benefits the students by clearing their doubts in the - Rn, rank of a matrix, linear independence, and subspaces. Students after completing the course the students will get to practice real-world cases.

The Introductory Mathematical Methods for Biologists certification course focuses on a comprehensive framework of the particular major with an analytical approach. For biology students, it is an introductory mathematics course with the purpose of teaching them to do quantitative analysis of biological processes. Students will be instructed on how to explain biological processes using the vocabulary of mathematics, how to write basic mathematical equations for different phenomena that exist in biology. The Introductory Mathematical Methods for Biologists training will undertake the beginner’s concepts in a mathematical approach that will help the biology student to get better learning of each and every module of this particular curriculum. The course’s lectures are structured into different weekly sessions focusing on the main and core aspects of the field. The candidate can avail different benefits by doing this course in the end by getting Introductory Mathematical Methods for Biologists certification. Candidates can get intellectual learning that will be supported by the industrial side that will help them to take this course more fluently. This is a core structure to be completed in eight weeks as prescribed by the UGC. The course is categorized into biological science and bioengineering.

The ‘Calculus for Economics, Commerce and Management’ certification is a study of the mathematical tools and techniques to evaluate problems and solve problems to arrive at logical conclusions. This online course offers a better understanding of the scope of calculus in economics, commerce, and management domains. This free online certification is provided by Swayam in collaboration with the National Programme on Technology Enhanced Learning (NPTEL). 

Prof. I. K. Rana, an emeritus fellow from the department of mathematics at the Indian Institute of Technology Bombay will be the course instructor for this program to guide the students in developing their foundational skills of the concepts of calculus and its applications. The course classes are scheduled for eight weeks and the students are expected to form discussion groups to optimize the learning experience aided by the online resources and references. 

The ‘Calculus for Economics, Commerce and Management’ online certification program helps students receive an E-certificate at the end of the course after completing the course and assessments with the two credit points.

The ‘Introduction to Abstract and Linear Algebra’ online certification course is developed for the students to get introduced to the theories and principles involved in the domain of abstract and linear algebra. This free online training is provided by the Swayam online education portal in collaboration with the National Program for Technology Enhanced Learning (NPTEL). The classes of this program are held in the virtual platform with the videos and lectures aided by books, references, and other resources for a period of eight weeks.

This core course is drafted for the undergraduate and postgraduate students of the engineering and science fields to gain from the theoretical and practical insights on the applications of these mathematical concepts. The course instructor is the associate professor Sourav Mukhopadhyay, faculty in the department of mathematics at the Indian Institute of Technology Kharagpur.

The ‘Introduction to Abstract and Linear Algebra’ online certification course enables the candidates to receive a certificate with two credit points by the end of this All India Council for Technical Education approved course.

The Mathematical Methods in Physics 1 course by Swayam aims to help aspiring physicists develop a solid background in mathematics. The concepts covered in this course will make the mathematical aspects of the subject more accessible to the candidate. 

Professor Auditya Sharma, a top faculty from IISER Bhopal, teaches the Mathematical Methods in Physics 1 certification program provided by Swayam. It is accredited by IISER Bhopal and is an FDP course that has been approved by AICTE. It is a core program spanning weeks of extensive learning and falls under the category of mathematics. Moreover, this online course is purposefully designed for UG-level students. 

The Mathematical Methods in Physics 1 course will be taught online via video tutorials. There will be graded tests and internal assessments, and free study material for the candidate to access. Candidates will also be eligible for the course e-certificate if they sit for the end-term offline exam.

Graph Theory certification course puts forward the various basic knowledge for the candidates. The minute details of the topics have been covered in these topics. The main objective of the course is to offer a comprehensive introduction to the graph theory. Sessions have been designed with emphasis on a single topic in every module.

The candidates will be acquiring skills on putting large sums of data into visual form. The candidates will be studying graphs through a framework so that it becomes easy for the candidates to have proper learning on this. The different types of graphs have been illustrated so the participants are able to have a clear concept in each of them.

Once the candidate completes the Graph Theory online course, a certification has also been included. The candidates will be exposed to the learning methodology where they will be coming across simpler ways of acquiring the knowledge.

The Partial Differential Equations – I course by Swayam is the first course in a two-part course series. There will be around 20 hours of online learning spread over eight weeks. You will build a robust foundation on Partial Differential Equations or PDE over the course duration.

Through the Partial Differential Equations – I certification course, you will learn the geometry and analysis behind the core PDE concepts. And move beyond the problem-solving techniques to understand PDE theories in-depth. However, it will primarily focus on classical geometry and calculus variables.

The Partial Differential Equations – I course will first introduce you to the scope of the PDE study, followed by methods of characteristics, multi-variables, and classification in First Order equations. There will also be weekly assignments to help you test your progress.

The intended audience for the Partial Differential Equations – I programme are students and teachers belonging to the Mathematics, Science, and Engineering disciplines. However, this online course is still open to all interested candidates, irrespective of their background.

The ‘First Course on Partial Differential Equations - II’ online course is designed for the students to enable them to learn about the mathematical concepts and theories of partial differential equations and their applications. This certification program is provided by Swayam, a free online education portal in association with National Programme on Technology Enhanced Learning (NPTEL). The course classes are organized for a time period of eight weeks.

The instructors for this training program are professor A.K. Nandakumaran, faculty at the department of mathematics in the Indian Institute of Science Bangalore, and professor P.S.Datti a former faculty member of the Tata Institute of Fundamental Research-Centre for Applicable Mathematics, Bangalore. The curriculum is delivered through videos, lectures, books, other online resources, and the students are assessed by the weekly assignments and the final certification exam.

The ‘First Course on Partial Differential Equations - II’ online training offers the students with certification and credit points at the end of the course for the eligible candidates. 

Introduction to Rings and Fields certification course has been designed with the objective of covering the basics of the abstract rings and the subsequent fields. The course will also offer knowledge on the algebra sequence. Candidates will also be taught how to prove certain theorems in a simpler manner.

The course focuses on the prime, maximal ideas and the various other rings of the domain. The students will be exposed to the theory of field as well so that they grow more. Examples have been used more so that the candidates are able to relate the learning and remember it for a longer period of time.

Introduction to Rings and Fields online course comes with the certification. The candidates will be receiving it after they complete the course. The candidates must ensure that they perform well in all the learning materials offered to them. The course will also prepare the candidates for some of the industries.

The Introduction To Galois Theory online course is provided to all the applicants by the Indian Institute of Technology, Madras. The course covers the subject line of mathematics. Participants who enrol for this programme will be able to learn about the aspects related to Galois theory. The course is entirely an online session for 8 weeks. The programme does not require students to undergo any long procedure of admission or entrance. The Introduction To Galois Theory certification course is free to be joined by the students who are interested in the discipline. The course provides unlimited access to the students to gain information from the programme.

The Introduction To Galois Theory programme includes video lectures, assignments, problem-solving assessments, and other activities for the proper understanding of the concepts to the students. Candidates can also gain certification for the course upon the successful completion of the programme. The course allows the candidates to be informed through the topics without any restrictions in regards to the attendance or timings of the sessions. An offline exam is conducted by the provider of the Introduction To Galois Theory training at the end of the programme so that the students gain the certificate. 

The ‘Introduction to Abstract Group Theory’ online certification course is offered for the students to understand the concepts of abstract groups. The course enables students to study the definitions, fundamental properties, and structuring theorems in group theory. This free online certification program is provided by the Swayam online portal with the National Programme on Technology Enhanced Learning (NPTEL).

The instructor for this online program is professor Krishna Hanumanthu from the Chennai Mathematical Institute (CMI). The classes of this online training program are conducted for eight weeks in an online virtual environment aided by videos, lectures, course modules, examples, books, references, and other online resources. The students of this core course in their undergraduate or postgraduate level will gain both theoretical and hands-on insights with this course.

The ‘Introduction to Abstract Group Theory’ online course helps students receive certification according to the eligibility standards at the end of the course with credit points worth the certification.

During the past 20 years, the world has seen a rapid increase in the demand for Refrigeration as well as Air Conditioning Mechanics. There was also a rise in the employment opportunities available to these mechanics, with a total of around 11,000 new vacancies being added, or created, between the years 2019 and 2020. 

While refrigeration is the process of removing heat from an enclosed space for reducing as well as maintaining the temperature of the contents of that space, on the other hand,  air conditioning helps in regulating the amount of air in any large building. The aforementioned Certified Basic Refrigerator and Air Conditioning course is offering the students a comprehensive study of the refrigeration cycles as well as a proper insight into the psychrometric processes used in air conditioning. 

It also provides the students with skills that are required for seeking employment in various companies. 

Additionally, the course will help you understand the correct process for verifying technical and mechanical gaults for HVAC systems, while also providing you with technical assistance and job training. 

The Automatic Control by Swayam offers a theoretical and practical knowledge of Automatic Control. The course will clear the fundamental and advanced concepts of Automatic control systems. This course will introduce the candidates to the modelling and designing of a control system. The candidates will learn the theory of transfer functions, transient response analysis of first and second-order systems, error analysis, and root locus techniques. The course will show how to apply the theories into practice in MATLAB.

The candidates can pursue this program online without paying a single penny. This is a free learning program. The course will also follow books and references given on the course website. The cost of this course is free.

The Automatic Control certification is offered in the e-certification mode. The certification is easily shareable on all platforms. The candidates can share the certification for academic recognition and also new professional networking. The certification will help leverage one’s career and gain new opportunities.

The Acoustic Materials and Metamaterials certification course is offered to the participants by IIT, Roorkee through Swayam. The course is a verified postgraduate program in the domain of mechanical engineering and advanced dynamics and vibration. The course teaches the students about sound waves, noise pollution, methods to control them and manipulate them, and other aspects related to the field. The Acoustic Materials and Metamaterials program is said to be the first-ever organized coursework prepared in the domain of acoustic materials which also talks about acoustic metamaterials. 

The program is a free online course and can be availed at zero cost. The course has adopted the self-paced learning technique so that students can take their own time to complete the course. The Acoustic Materials and Metamaterials certification syllabus can be completed in the estimated time of 8 weeks as well as more than 8 weeks. The program does not have any last admission date and candidates can take part in the program whenever they want according to their willingness. Candidates can also be a part of the certification process by getting through the proctored exam fulfilling the eligibility criteria announced by the platform.

The Principles of Casting Technology certification course aims to provide comprehensive knowledge of casting technology. This online training, developed by the prestigious Indian Institute of Technology, Roorkee, will introduce you to basic concepts of metal casting processes. Also, you will develop a sound understanding of the various properties of cast metals.

The Principles of Casting Technology online program by Swayam will give you detailed insights into the casting, melting, and molding processes for different types of alloys and metals. The course also discusses the various kinds of solidification, fettling, post-treatment, and heat treatment practices. You will understand how these practices impact the cast metals’ properties.

The defect diagnosis methods of casting components will also be taught in the program. The Principles of Casting Technology training is an eight-week-long extensive online course. During the course duration, you will become aware of the technological developments in casting methods and how these contribute to enhanced productivity. 

The Mechanical Measurement Systems program is a core course designed by IIT Roorkee. This program is an undergraduate and postgraduate-level course under the category of mechanical engineering and will be conducted over eight weeks. Prof Ravi Kumar from IIT Roorkee will be instructing the course. 

The Mechanical Measurement Systems certification offers necessary information about statistical analysis of experimental data and mechanical measurement systems. The course introduces general functional and configuration elements of measuring systems. Candidates will also learn about the dynamic and static features of measuring instruments. Instrumentation of strain, torque, velocity, displacement, flow, sound, temperature, and flow measurements is also covered.

The Mechanical Measurement Systems training is spread over forty lectures which are approximately 30 minutes long. Candidates will have to answer practice assignments throughout the course and submit them for revaluation. There will be a final exam conducted for the e-certificate, and the interested candidates can appear for the same.

The Mechatronics online course is an eight-week elective training. It is structured by IIT Roorkee with NPTEL approval and run by MHRT. The course is spread over forty 30-minute lectures and will be conducted by Prof Pushparaj Mani Pathak. Candidates will be given practice assignments throughout the course, and the ones interested can also answer the exam for the certificate.

Mechatronics training discusses mechanical engineering’s synergistic integration. This concept involves designing and manufacturing industrial processes and products with intelligent computer control and electronics. The students will learn about implementing electronic control and intelligent control in mechanical systems, especially to enhance their design and performance. 

The Mechatronics certification syllabus includes mechanisms and actuators, signal conditioning, transducers and sensors, microcontrollers and microprocessors, system response and modeling, and design and mechatronics. The course has no prerequisites and is well-suited for UG or PG students in mechanical, electrical, and electronic engineering

Curated by IIT Roorkee, the Processing of Polymers and Polymer Composites programme classifies engineering materials and processes to produce polymers. From the initial to secondary processing stages, learners will know the challenges and opportunities linked as well. This AICTE-approved FDP curriculum aims at a postgraduate level of study by covering topics usually left out in undergraduate studies of polymer manufacturing.

The Processing of Polymers and Polymer Composites certification syllabus is spread across eight weeks. The concepts covered during this core programme include extrusion, thermoforming, compression, injection moulding, and transfer moulding. Course-takers will also solve numerical problems, submit assignments, and review case studies throughout the study. 

Professor Inderdeep Singh from the Industrial Engineering and Mechanical Engineering department at IIT Roorkee mentors the learners. By paying an examination fee, students can sit for the certifying test. The Processing of Polymers and Polymer Composites certification requires learners to secure the minimum marks mentioned for the average assignment and proctored test scores.

The Modelling and Simulation of Dynamic Systems certification course are spread over eight weeks and explains how the usefulness of the model depends on its ability to capture important physical features. The students here can highly benefit from the expertise of their course instructor, Dr. P M Pathak. They are a professor of the Mechanical and Industrial Engineering Department at IIT Roorkee. 

The Modelling and Simulation of Dynamic Systems program is an AICTE-approved FDP course. Moreover, it falls under the domain of mechanical engineering and suits the needs of both undergraduate and postgraduate students alike. Learners are offered the practical experience of running simulations and solving the resulting equations. 

The Modelling and Simulation of Dynamic Systems certification syllabus include various concepts ranging from system transfer functions and simulation to parameter estimation and state-space formulation. Besides, candidates can also acquire highly reputed accreditation. The e-certificate contains the student’s name, photograph along with the final score, and logos of NPTEL and IIT Roorkee.

The Steam and Gas Power Systems program is an online certificate course under the discipline of mechanical engineering. The Indian Institute of Technology, Roorkee, has designed the course with the instructor, Prof Ravi Kumar. The Ministry of Human Resources, Govt. of India runs the program under NPTEL and AICTE.

The Steam and Gas Power Systems training revolves around applied thermodynamics. This includes the Rankine cycle, boilers, and high-pressure boilers, their performance, fuel combustion in boilers, steam flow through the nozzles. Candidates will also learn about steam turbines along with impulse reaction and gas turbines, axial and centrifugal compressors, and jet propulsion. 

Moreover, the Steam and Gas Power Systems certification uses numerical to solve various problems to understand the course content better. This 8-week course is spread over 40 lectures, which are around 30 minutes in duration. Candidates can answer in-course assignments and appear for the final exam to receive the course certificate.

The Steam Power Engineering Course’s syllabus design is made with the complete dedication and hard work of a skilled tutor. The first half of the course deals with the study of the simple steam power cycle, regeneration, reheat, and superheating. Then in the latter part of the course, actual cycle and component efficiency will also be taught. 

As the course mainly deals with Steam Power Plants, each part of the plant is discussed in detail too. The key parts which are first discussed are the kinds of steam generators, and their parts, steam turbines, their efficiency, types, and arrangements. The main motive of this course is to provide knowledge to individuals about electricity generation when steam is used as a medium. 

Swayam Steam Power Engineering Course is suitable for people in need of good teaching guidance regarding the topic of the steam power plant and its importance in today’s time. The course is ongoing and will continue for 8 weeks. This course can be selected by candidates desiring to develop a career in thermal power plants, steam power plants, or as a power engineer. 

The field of evolutionary computation is derived from Darwin’s theory of evolution and applies the principles of evolution to computational intelligence. The online course on Evolutionary Computation for Single and Multi-Objective Optimization by Swayam will help candidates master this technique to solve complex optimization problems. 

The Evolutionary Computation for Single and Multi-Objective Optimization training is an eight-week course provided by IIT Guwahati. It is available for free enrolment on Swayam. After completing this course, candidates will be able to offer solutions to large-scale optimization problems arising in industries and research. Throughout the course, candidates will build and experiment with various types of EC designs. 

This Evolutionary Computation for Single and Multi-Objective Optimization online course is an FDP course approved by AICTE. Some of the topics covered by the faculty include evolutionary algorithms, particle swarm optimization, binary and real-coded algorithms, and statistical assessments. After completing the syllabus, candidates can opt to appear for the final exam and receive the certificate.

The Fundamental Of Welding Science And Technology certification course is being offered to the students by the Indian Institute of Technology, Guwahati. It is an online course which can be joined freely. Candidates who join this course learn about the traditional welding methods, applications, techniques, and other aspects related to the subject. The course works on the principles of self paced learning and thus students are allowed to have access to the course for a long period of time once they join the course. The study material is included in the programme so that students can get benefited from it and learn the concepts properly. The study material consists of case studies and assignments, etc. to help the students gain practical insights.

The Fundamental Of Welding Science And Technology certification also provides certification to the students which can be availed only after paying the exam fees. The exam will be held offline and the exam centres will be decided by the platform. The course does not need the student to spend a particular amount of time attending the classes every day. There is no limit to the access of the course. The programme is available for all the students for full time. The Fundamental Of Welding Science And Technology certification syllabus of the course takes 8 weeks to be concluded by the assigned mentor. Students are free to access the course even after the said duration is completed.

The Mechanics of Machining program is an elective course curated by IIT Guwahati The training will be covered over eight weeks and 20 lectures. The course explains the physics such as kinematics, statics, and kinetics of cutting procedures involved in metal removal processes called machining. 

The Mechanics of Machining certification syllabus primarily comprises the study material from the textbook “Introduction of Machining Science” by G.K. Lal and various sources like journal papers and others. This online course discusses deformable body mechanics and its principles. Candidates will also learn about how these principles can be used to increase the performance of machine processes. 

After understanding the basic principles covered in the Mechanics of Machining online course, candidates will gain insight into the complexity of machining. With such information and experimental knowledge, they will not only be able to build their own rules to optimize these processes but also conduct them through sustainable manufacturing techniques.

Advanced Machining Processes certification by NPTEL and IIT Guwahati is an 8-week elective course that is found on the Swayam platform and is under their Mechanical Engineering category. This certification is mainly useful for the students who are interested in taking up the research of this subject later on. This course gives insights into the need for tools and machinery that can be used accurately in machine materials that have intricate shapes.

Advanced Machining Processes training programme is to meet the challenges related to the material removal processes that have been developed at the commercial utilization. This certification course will aim towards bringing the students up-to-date with research trends, and the latest technological developments in nontraditional, and modern machining processes. This 2 months course is free but the completion certificate requires some fee for the registration due to the end proctored examination.

Advances in welding and joining technologies certification is a two months course. This online programme has been made by the NPTEL and IIT Guwahati institutes who have chosen Swayam to be their provider partner. This online course is designed mainly to provide fundamental knowledge of the recent technologies involved in the process of welding, and joining. The certification course will embark upon the new material development that is used for the technological applications of welding, and joining.

Advances in welding and joining technologies training come with a syllabus that is oriented towards technological advancement, and its difference from the conventional methods involved in welding, and joining. The beginner level students will be presented with a simplified way of learning for free, and the participants will be developing an understanding of this programme through lectures and knowledge reinforcement through assignments. 

The Fundamentals Of Material Processing - Part 2 certification course is designed for undergraduate level students which can be availed from the platform of Swayam at absolutely zero cost. The candidates who take admission in the course learn about the processing of materials, its designs, and outcomes. The programme is available for the candidates in online mode and can be applied as well as pursued from anywhere at any time. Candidates can have access to the Fundamentals Of Material Processing - Part 2 online course for free till it's existence.

The estimated time is taken for the Fundamentals Of Material Processing - Part 2 certification syllabus is 8 weeks or 2 months but participants are permitted to take more time if they want and there will be no extra payment for the option. The course provides the students with the study material of the course so that students do not have to get the notes from outside. Students can avail the certificate for the course through which they can get benefited in various ways. The Fundamentals Of Material Processing - Part 2 certification can only be obtained if the candidate passes the exam conducted by the platform in the offline mode.

The Nature and Properties of Materials certification course throw light on all the smart materials employed in the construction and engineering of equipment used in civil, mechanical, aerospace fields. Candidates will also have an enhanced understanding of the selection criteria to be used in applications. The course is scheduled for a duration of eight weeks and falls under the broad domain of mechanical engineering. 

The Nature and Properties of Materials online training have also been approved by the AICTE. The course is taught by Professor Bisakh Bhattacharya, who has currently associated with the Department of Mechanical engineering at IIT K. Post completion of the course, learners can be guaranteed of having an adept knowledge of the underlying principles and properties of materials. 

The Nature and Properties of Materials certification curriculum have been curated, considering the varying academic needs of undergraduate students. Moreover, students can also obtain a highly reputed accreditation. The certification is sure to boost the employability prospects of the candidates by a great degree.