Free Courses & Certifications

The Bioinformatics: Algorithms and Applications certification course is structured in such a way as to motivate learners with basic education and the development and, further on, to introduce them to the quality gap of the curriculum. The course will engage the students with the field of bioinformatics as a multidisciplinary area of research for the study and understanding of massive biological data using computational strategies. 

The goal of this course is to make progress on key elements of bioengineering, such as database creation, computational assumptions, algorithms, and computer-aided drug development. Throughout the Bioinformatics: Algorithms and Applications certification the focus will be on learning series one by one, In the first portion of the series, course will concentrate on Gene and protein genomic sequences and interpretation, structural properties, and three-dimensional analysis. 

The following part will be dedicated to activities such as protein structure prediction, folding rate, mutation stability, and intermolecular interactions. In addition, course will discuss computer-aided drug design using boarding and QSAR tests. The Bioinformatics: Algorithms and Applications training is intended to cultivate the skills and expertise needed for prospective students, budding biologists, and academic scholars to learn bioinformatics algorithms and resources.

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.

The structure of the Biomass Conversion and Biorefinery certification course is designed with an overview to make the learning of each module easier and more understandable. The Biomass Conversion and Biorefinery certification complete course is based on the simplified learning of the respective field. They would provide information into the fundamentals of biomass, the evolutionary approach methods, and the various types of goods that can be obtained following successful processing. 

During the first few tutorials on biomass forms, their structure, and composition, accompanied by information on different pre-treatment technologies currently adapted to the development of cellulose, were covered. Subsequently, the basic technology for conversion, along with the design of reactors for physical, chemical, kinetic, and bacterial conversion techniques, were discussed in detail. The next part of the Biomass Conversion and Biorefinery training deals with different items, such as biofuels, chemical platforms, polymers, etc. Finally, integrated bio-refinery principles, biorefinery forms along with LCA and TEA have been included.

The course is divided between different smaller modules with respect to the whole curriculum. The curriculum will allow students to learn the skills required to design the necessary biomass-based adsorption technique as needed. 

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.

The Design and Analysis of Experiments certification course is designed to educate candidates on the various fundamentals of analysis tools and techniques, experimental designs, their applications, and interpretations. This course is created by IIT Kharagpur and imparted by Professor J. Maiti. It has industry support from renowned companies like Tata Steel and Tata Motors.

Candidates who enrol for the Design and Analysis of Experiments programme by Swayam will get to learn from video lectures, comprehensive and industry-relevant curriculum, and demonstrative software such as Minitab. Through this course, they will learn how to conduct experiments in a particular system and utilise different processes.

Spread over 12 weeks, the Design and Analysis of Experiments syllabus covers all crucial topics to impart a 360-degree understanding. The candidates will get various assignments to solidify their learning and can choose to appear for the final exam to obtain the certificate. This postgraduate MOOC is entirely free of cost and comes under the Management Studies category.

The Biomedical Signal Processing certification course will give a complete overview of the program at an initial phase. The candidate will study the different approaches of electrical engineering in relation to biomedical fields that will be equally taken in a theoretical and practical manner. The course will be divided into smaller modules that will make the student more engaged with the ongoing innovations happening in the field of the biomedical signal processing sector. 

The Biomedical Signal Processing certification that will be provided by the government in the last of the completing the course will help the candidates to study the same respective field and course in a further progressive manner that will enhance the candidate’s compatibility in terms of understanding and grasping the significant sectors of the field in a better way. The Biomedical Signal Processing training will be turned with a practical and evidence-based study that will make the learning of the course more interesting and engaging to tackle by the enrolled students. 

The core value of the program is entirely based on the elementary education in the field of engineering that will be further pursued in this respective program. 

The Computational Fluid Dynamics and Heat Transfer certification course is designed with a whole simplified structure that will make the learning of this particular field more evidence-based and analytic. The tools of learning for the curriculum will be supported by mathematical evidence and examples. 

The Computational Fluid Dynamics and Heat Transfer certification is an attempt to explore a variety of subjects that are useful for educators, including elementary principles for unenlightened learners to state-of-the-art algorithms. The proceedings start with prelims in which, using the thorough mathematical treatment, the basic principles and techniques of finite difference, finite volume, and finite element methods are defined. 

Step-by-step equations are used to illustrate the methodologies that will be taken throughout the Computational Fluid Dynamics and Heat Transfer training. The famous CFD solvers such as SIMPLE and MAC have been explored in-depth in order to allow learners to comfortably manage such programming paradigms. The particular course till the end of the program will be considered with an analytical approach to learning the particular modules of the course that will help the candidate to learn in a more practical manner and in an effective way. The course will focus on enhancing the analytical approach of the candidate to learn about the topics in a better way. 

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.

The study of diffusion began in the 19th century. Diffusion is the fundamental process that controls phase transformations in metallurgical processes. Thus, it is of utmost importance to understand diffusion to manage and design new processes. Study the diffusion process and its different types and applications in the Diffusion in Multicomponent Solids online course.

IIT Kanpur has created the Diffusion in Multicomponent Solids certification syllabus offered for free on Swayam. It is a 12-week elective course. In this course, candidates will study the phenomenological and atomistic processes, study alloys and diffusion in material made out of three or more systems. The syllabus is designed to enthral those interested in studying metallurgy and material sciences.

Candidates will derive and solve equations in the  Diffusion in Multicomponent Solids programme. The curriculum is aided by regular graded assignments and an optional final exam. Candidates can choose to obtain the certificate by passing the exam and paying the fee.

The Computational Fluid Dynamics for Incompressible Flows certification course is designed with such an overview that will make the learning of individual aspects of the curriculum more practical based. The course is an interactive computational fluid dynamics course (CFD). The fundamentals of computational fluid dynamics beginning with the classification of fluid dynamics, linear solvers, finite difference method and finite volume method for Laplace equation discretization, advection equation, and naiver-Stokes equations will mainly be discussed in this course. 

The Computational Fluid Dynamics for Incompressible Flows certification will make students so much engaged in the module through its interactive learning and assessment pattern. The more a candidate learns with focus and concentration, he or she will get a better perspective about the main aspects of the module. 

The core of Computational Fluid Dynamics for Incompressible Flows certification training is totally based on the fundamental principles of the field that will be carried out throughout the course till its completion. The focus will be done on each particular candidate throughout the completion of the program. The course would allow faculty members, participants, and field researchers to obtain an understanding of CFD principles. This course will provide a deep understanding of the whole field slowly step by step with each module.

Nowadays, the word “digital” has become an omnipresent entity. There are digital watches, digital cameras, digital art, and even a digital economy. Every industry is accepting digitisation, owing to the vast security and storage options available in the digital world. Similarly, the Digital Electronic Circuits online course explores the digital world of circuits.

The Digital Electronic Circuits certification syllabus extensively explains how digital systems are built. The digital circuits provide flexibility in processing, inexpensive building blocks, and easy reproduction and storage. Through this course, candidates will learn how to manipulate digital signals, and how a signal can be made discreet for digital processing.

The Digital Electronic Circuits certification course, spread over 12 weeks, is created by IIT Kharagpur and is available for a free audit. Candidates can also purchase the certificate by paying a nominal fee. This is an online training program in the Electrical and Electronic Engineering category, and the curriculum is of undergraduate level.

The primary objective of the course on Business analytics and data mining Modeling using R by Swayam is to help the student understand the basics of data mining techniques. So, that they can use the knowledge further in growing their business and achieve all the organizational goals. The students will be taught the use of R as er statistical computing CSS - MOOCs Proposed software in the twelve-week online course schedule. 

The registered candidates will be learning to compare the various models on the basis of real data sets and also frame policies accordingly. With basic knowledge of statistics, all the students can apply for the programme. The course has been structured as an elective and the Business analytics and data mining Modeling using R certification syllabus contains a detailed module for providing the students with a comprehensive and detailed study guide.

The Computational Geometry training is a 100 percent verified and online course. Candidates have all the freedom to take up this course as a free course or they can also go for the paid version of the course. Both the versions have the same facilities and study material except they get certified on the completion of the program by paying the quoted amount and qualifying for the proctored exam.

The Computational Geometry certification is an undergraduate level program and is provided by the Indian Institute of Technology, Madras by the platform of Swayam. The course is about computational geometry and covers numerous topics such as convex hull and algorithm, arrangements and levels, shape analysis, etc. Candidates who get into this course will be able to gain information on visibility problems, applications of computational geometry, range searching, and many more topics. There are no limitations regarding the timings of this course and hence candidates can log in to the course whenever and however they want. Participants can take as much time as they want to pursue this course as it is a self-paced course while mentors will take 12 weeks of time to complete the whole Computational Geometry certification syllabus of the course. 

It is crucial to study the fundamentals of Digital Circuit Design to gain an understanding of microprocessor chips, standard cells, and circuits. The Digital IC Design online course, designed by IIT Madras is available free of cost on Swayam. The training aims to impart knowledge of these topics to the candidates who enroll in this program.

In the Digital IC Design training, candidates will study various topics like computational efficiency, standard cell, resistance, delay, voltage transfer, operating the frequency of a designed circuit, and many more. This training is fundamental for pursuing VLSI Design as a major. The course gets industry support from all major VLSI Design companies.

The Digital IC Design certification syllabus is designed at the undergraduate degree level. The curriculum covers topics from categories like VLSI Design, Electrical Engineering, Communications Engineering, and Electronics Engineering. Prof. Janakiraman Viraraghavan from IIT Madras leads this course. Throughout the course, candidates will solve multiple assignments, and the average score will be added to the final certification score.

The Computational Systems Biology online course is about computational biology and uses a quantitative approach which makes it easier for students to learn from this course. The course introduces the participants to a number of topics such as mathematical modeling, networks biology, parameters estimation, etc. This is a professional level of the program. Candidates from the undergraduate level as well as post-graduate level can apply for the program. The Computational Systems Biology certification includes study materials, assignments, tests, exams, and quizzes. Students need not worry about the availability of the study material. It will be uploaded automatically every week. The study material provided for the learning can be downloaded by the students from the platform and candidates can use it for their later use.

Students can avail of this course for free but won't be eligible for the certificate of this program. In case the candidate wants to acquire a certificate for this training, he or she has to pay the exam fees and complete the eligibility criteria of the exam. This is a self-paced course and requires no minimum time to be spared for the course by the students. The Computational Systems Biology certification syllabus takes up to 12 weeks to get completed. 

The Business Analytics For Management Decision certification is offered by the Indian Institute of Technology, Kharagpur. The course tries to cover the broad topic of business analytics, management, and its decision-making. Candidates have the option of enrolling in the Business Analytics For Management Decision program for free as well as by paying the quoted amount mentioned on the website. If the candidates pay the fees and register themselves for the proctored exam, then only they will be eligible to get the certification for the course. The certificate contains the name and photo of the candidate, marks secured in the final exam, and the logo of the IIT, Kharagpur as well as NPTEL. 

The Business Analytics For Management Decision training is mainly designed for management graduates, however, people from a similar academic background can enroll in the course too. The curriculum of the course needs 12 weeks to be completed by the mentor. Students are expected to keep up with the mentor’s pace. However, they can take as much time as needed for the course to complete as it is a self-paced course. This is an intermediate-level business analytics course. Candidates pursuing undergraduate as well as postgraduate courses in the same field can apply for this Business Analytics For Management Decision certification course.

The term “digital signal processing” implies the processing of various types of digital signals or signals indexed by integers. This can be one, two, or three-dimensional, and the signals can come in the form of audio, video, images, or picture elements. The Digital Signal Processing and its Applications certification course focus on decoding one-dimensional signals.

The Digital Signal Processing and its Applications syllabus begin by discussing Discrete-Time systems and signals. The curriculum then proceeds to introduce the properties and theoretical implications of the Z transform. Moreover, this curriculum is highly relevant to the undergraduate course model as it is designed by undergraduate and postgraduate students, along with the course faculty.

IIT Bombay have designed this online course on Digital Signal Processing and its Applications. Candidates can choose to audit the course for free or pay the exam fee to obtain the certification. Assignments and examples aid the teaching-learning process.

The Computer-Aided Applied Single Objective Optimization program aims to focus on different topics so that students have ample knowledge on the subject line. The course tries to touch on mathematical as well as computational aspects related to the subjects. Candidates will gain information on regression, computational algorithms, genetic algorithms, a toolbox of high-level programming languages like MATLAB, etc. This is a professional-level program and can be pursued by students as well as professionals. The duration of the Computer-Aided Applied Single Objective Optimization certification syllabus is 12 weeks. 

This is a free online course and candidates are awarded certificates at the end of the course if they complete the requirement for the exam. Students will be provided with the study materials for this course by the creator on the platform. Along with the study material, candidates will also be given a discussion platform, assignments, and tasks to understand the modules properly. The Computer-Aided Applied Single Objective Optimization certification course is entirely an online program and is a self paced training so that students have ample time to learn about the subject from the platform. 

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

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

The Computer Architecture program offers candidates extensive learning on the different terminologies used in computer architecture. The participants will learn about the design of hardware and the different important elements related to it. The candidates will acquire learning on the layers of computer architecture.

The course is free of cost, the candidates need to take the end term exam for receiving certification. The certification helps candidates learn about assembly language and the operations in binary additions. After the candidates complete the fundamentals, the candidates will be exposed to the design of a simple processor.

Concepts and the memory system are some of the areas where the tutor has laid emphasis on during the Computer Architecture certification syllabus. The candidate also offers certification for candidates who are looking for qualifications in this area. The course covers all the topics required in the market currently. The certification will help candidates grow up in their career, and grow with the learning they acquire.

Digital systems, such as artificial intelligence (AI) and the internet of things (IoT), have changed the world around us. The Digital System Design online course by Swayam intends to teach you the working of these digital systems and how they are built. Hence, in this course, you will learn what goes behind making these digital systems and the mathematics and algebra used to make them work.

The Digital System Design programme will introduce the challenges and processes behind designing a digital system from scratch and will run for 12 weeks. The core programme belongs to the Electrical, Electronics, and Communications Engineering category. It is presented by Swayam in collaboration with IIT Ropar, which is one of the leading institutes of technology in the country. Professor Neeraj Goel will teach the course.

In addition, after finishing the free course, you can earn a Digital System Design certification by qualifying for the final exam and course assignments.

The Business Statistics certification course introduces the students to business statistics and its application. The course is a free online program. It is offered by the platform of Swayam in association with the Indian Institute of Technology, Roorkee. Students will also be able to get a verified e-certificate for the course if they follow the given procedure. Although the proctored exam of the course demands an amount to be paid, students can still access the Business Statistics training for free without any payment. 

Students who decide to learn through this course will get to know detailed information from topics such as data collection, probability, sample distributions, etc. Students can complete the course as per their wish, however, the estimated time taken for this course is 12 weeks. The Business Statistics online course contains quizzes, assignments, and tasks to get a better understanding of the course. The students will be given one assignment every week to understand every topic properly. 

The Carbon Materials and Manufacturing Online Course is focused on the structure-property relationship and preparation of different carbon materials for the purpose of device manufacturing. The course contents are designed in a way that each type of carbon is taught in a “material-manufacturing pair”. All the topics will be covered, pertaining to the properties of various carbon allotropes, raw materials, carbon fibers and composites, carbon nanomaterials,  crystallinity and hybridization, and bulk industrial carbons.

This course is mainly intended for the degree holders in advanced B.Tech./ M.Tech. M.E./ Ph.D. from materials/ manufacturing/energy sciences. The Carbon Materials and Manufacturing Training has high industrial relevance. Almost all the companies, manufacturing carbon materials and carbon-fiber composites will be beneficial for the students. This course is instructed by Prof. Swati Sharma (IIT Mandi). 

The Chemical Engineering Thermodynamics online course imparts knowledge to all the learners related to topics such as evaluation of laws of thermodynamics, its application, and chemical and physical process of chemistry, etc. This course provides information on the basic and key concepts of thermodynamics that would help the participants achieve their academic as well as professional goals. The candidates will learn about the numerous kinds of thermodynamics, reaction equilibria, and properties of thermodynamics. 

Candidates get to collect the certification for the Chemical Engineering Thermodynamics certification at the end of the course by giving an exam and securing the minimum grades applicable to pass the exam. The certification course takes up to 12 weeks of time to get completed. Students can learn from the Chemical Engineering Thermodynamics training at their own wish and pace as it is a self-paced course.

The Computer Integrated Manufacturing certification course will help candidates know about the use of computers in manufacturing and designing the application. The candidate will be exposed to the lab administration as well as while taking the course.

With the help of case studies, the candidates will be taught about the tools. Differences between CAD and CAM have been well explained by the tutors. The course also involves assignments, these are designed by the experts keeping in view of the least requirements in these topics. The tutors will be available to help the candidates at any instant.

The certificate also offers the candidates a certificate after they complete the Computer Integrated Manufacturing by Swayam course. The end-term exam assesses the learning of the candidates and helps them to have better learning. The case studies help candidates to have insights with better examples. The course offers quizzes about the benefits of manufacturing and how it benefits different computer integration.

The Chemical Process Instrumentation by Swayam enables candidates to understand the key dynamics and basics of chemical process instrumentation. The programme gives a comprehensive understanding of principles and practices of measurement of important chemical process variables namely, concentration, flow, level, pressure, temperature, etc. The programme is best suited for candidates who have completed their undergraduate in the discipline of allied engineering, instrumentation and chemical. This course is available for Chemical engineers, Instrumentation engineers, and Chemical technology engineers. 

The Chemical Process Instrumentation Course by Swayam, may be of general interest to many chemical process industries like- Tata Chemicals etc., Haldia petrochemicals ltd., Indian oil corporation ltd. The e-certification is available after passing a proctored exam with the candidates’ name, photograph and the score in the final exam with the breakup and it will be e-verifiable on nptel.ac.in/noc. This course will be taught or instructed by Prof. Debasis Sarkar (IIT Kharagpur). The enrollment of this programme is fully free of costs and the course materials are easily accessible to learn. The e-certification will be provided after passing a paid proctored examination. The individuals must be of undergraduate level. This course falls under the category of Chemical engineering.

Discrete mathematics is a branch of mathematics and a language of Computer Science used in fields such as data science, software engineering and machine learning. This branch involves the usage of algebra and arithmetic and involves discrete elements. The Discrete Mathematics online course by Swayam intends to explore and explain the topic of discrete mathematics over the course of 12 weeks.

The Discrete Mathematics program will introduce you to various mathematical concepts and theories to help you solve problems and apply proof techniques. The programme endeavours to help you grasp some of the essential ideas in discrete mathematics. The IITB certification also features concepts such as Graph theory, Cardinality theory, Combinatorics, basic number theory, etc. in detail.

The Discrete Mathematics certification course is an undergraduate and postgraduate level course. It falls in the ‘Computer Science and Engineering’ and ‘Foundations of Computing’ categories. Designed by IIT Bangalore, the course has been approved by AICTE and offered by Swayam as a free online learning source.

The key motive behind the program is to make students aware of - a) the necessity and the requirements of the internet in the future, b) the model or the architecture of the exciting global internet model, c) the principles and the protocols that are related to the present computer networking system. 

Hence the Computer Networks and Internet Protocol by Swayam over the course of twelve weeks will be elebarotaley covering topics like- media access control, data link layer service, SNMP, IP routing, error control, TCP congestion control, and others to help the students aware of the basic fundamentals of internet protocol and the computer networking systems. During the course the students will be provided with- lecture classes, assignments, tests, quizzes, and other such provisions so that they can learn and also practice their skills parallelly. After completing the online certification program the applicants will thus become more efficient while working in the various application layer services.

Mathematical concepts are often complicated, and you might get bored learning them through the traditional chalk and board method. Hence, IIT Ropar has developed an innovative and creative course to teach discrete mathematics through the Discrete Mathematics certification course. The 12-week-long online programme lays emphasis on problem-solving skills and logical thinking.

Discrete mathematics is a significant branch of mathematics used in machine learning, data science, and software engineering. The Discrete Mathematics- IIT Ropar online course has been designed to make learning mathematics fun for students. You can learn through a series of video lectures that include several illustrations, animations and anecdotes to ensure full understanding and retention.

Furthermore, Discrete Mathematics training by Swayam assumes no prerequisites and is open for anyone interested in learning the programme. You can attain an official certificate awarded by Swayam and NPTEL at the end of the programme by qualifying for the final certification examination and all the assignments.

Electrical machines are used in steam engines, wind turbines and various household appliances. If you are interested in electrical machines, then Electrical Machines by Swayam is the right course for you. This undergraduate-level program covers various critical electrical components and processes that will help you understand how these machines work. This core curriculum lasts 12 weeks, and primarily focuses on undergraduate-level aspirants.

The Electrical Machines online course is a comprehensive approach towards numerous core concepts such as DC/AC machines, understanding electromechanical energy’s conversion via magnetic fields, the voltage regulation and efficiency of these machines, etc. The prestigious Department of Electrical Engineering at the Indian Institute of Technology, Delhi, has curated this program. 

The Electrical Machines certification syllabus includes magnetic circuits, transformers, electromagnetic energy, DC machines and more. The curriculum has been designed to provide a thorough understanding of the electrical machines’ theoretical and practical aspects. After finishing the modules, you can take the final proctored exam to attain the certificate of completion, offered by Swayam and NPTEL.