Free Teaching And Academics Courses & Certifications

The intention behind learning the Advanced Partial Differential Equations program is to understand the physical phenomenon occurring in nature. In this course, candidates will explore the basic ideas, inner workings, and characteristics of first-order equations. They will then progress to three fundamental second-order equations. 

As mentioned before, the Advanced Partial Differential Equations certification syllabus will begin with the study of first-order equations such as the Burgers equation, entropy solutions, Reinmann problem, etc. After that, the course will explore the Laplace equation, Wave equation, and Heat equation in detail. 

This course is an AICTE approved faculty development program. Individuals participating in the Advanced Partial Differential Equations Certification will go through a twelve-week process where they will learn through online lectures and weekly assignments under the guidance of Professor Kaushik Bal from IIT Kanpur. Participants of the course will be eligible to achieve a certificate by scoring well in assignments as well as a final offline exam.

The Applied Linear Algebra for Signal Processing, Data Analytics and Machine Learning certification is offered by Swayam. The course will provide you with fundamental knowledge about the core concepts of Linear algebra. Linear algebra plays a significant role in a wide range of fields and has multiple applications, including data analysis, wireless communication, machine learning, finance and control, and signal processing. 

The Applied Linear Algebra online programme is approved by AICTE and has been designed as an attempt to teach the cutting edge and diverse applications of linear algebra. If you are from the IT and engineering field, you will be interested in learning about the advanced concepts as they are extremely significant in multiple industries today. Thus, you can increase your knowledge and hiring prospects by enrolling on the course offered by Swayam in association with IIT Kanpur. 

Besides, the Applied Linear Algebra certification will run for 12 weeks for free, and you can earn an e-certificate by taking a proctored exam. The training is a part of IIT Kanpur’s Faculty Development Programme (FDP). Apart from UG and PG students, practising scientists, engineers, and managers from various fields can purse the FDP.

Data analytics has changed the way organizations and businesses run today. Extracting meaningful information from massive data has become possible, which further helps in decision-making and solving practical problems. Applied Multivariate Statistical Modeling Training offered by Swayam in association with IIT Kharagpur provides a fundamental understanding of data analytics and multivariate data. 

The Applied Multivariate Statistical Modeling certification course by Swayam aims to help students build their confidence in multivariate data interpretation. The online learning program will help students identify real-life problems and describe them to collect relevant data. It is a postgraduate-level course covering the core concepts of statistical modeling of multivariate data. 

The Applied Multivariate Statistical Modeling Certification Syllabus includes various assignments that will help you understand and apply the skills you learn simultaneously. Moreover, the average assignment score, along with the final assessment marks, will help determine whether you will get a digital course certificate or not.

Advanced Probability Theory program is a core course in mathematics designed for undergraduate and postgraduate students who want to learn probability concepts from Kolmogorov’s Axioms. This financial industry-supported course will cover a variety of topics in 12 weeks.

Advanced Probability Theory certification will be conducted through a series of online lectures and regular assignments. Participants of the course can also appear for the final exam in person and gain a certificate upon passing all the criteria.  The educator for this course is Professor Niladri Chatterjee from IIT Delhi. 

Advanced Probability Theory will go through topics such as cumulative function distribution, probability density function and provide an introduction to the concept of a random variable. Participants will also learn about probability distributions, the function of one or two random variables, and the overview of order statistics. This is an AICTE approved program that also provides a list of books and references for the benefit of the participants.

In recent years, the use of data has increased significantly in the fields of finance, economics, science, and humanities. The Applied Statistics and Econometrics online course offered by Swayam has been carefully curated by the faculty at IIT Kanpur. The program runs for 12 weeks and explores the field of statistics and moves on to the concept of linear regression and causal inference. 

Furthermore, the Applied Statistics and Econometrics certification course will teach you how to perform quantitative analysis of social sciences data. The program is suitable for both undergraduate and postgraduate students, and the curriculum uses examples from various fields of social science that will benefit students from different streams.

The Applied Statistics and Econometrics certification syllabus includes tutorials, regular assignments, and software sessions to help you thoroughly understand the course material. What’s more, you can earn an e-certificate on completion by qualifying in a proctored exam after finishing the program.

The Advanced Thermodynamics online program is developed by the Indian Institute of Technology, Guwahati. The course aims to impart high-quality knowledge on advanced concepts in Thermodynamics such as fugacity of solids and liquids, intermolecular forces between nonpolar and polar molecules, virial coefficients, Raoult’s law, Gibbs energy, thermodynamic consistency, NRTL equation, phase behavior of solid solutions, etc.

There are many cases of liquid-liquid, solid-liquid, vapor-liquid, and vapor-liquid-liquid equilibria in chemical engineering procedures. Assumptions of binary systems and ideal behavior are used to approach these cases; however, multi-component mixtures and non-ideality prevail in actuality. So, the Advanced Thermodynamics online course provides a step-wise understanding of the thermodynamics characteristics to deal with such equilibrium cases.

The Advanced Thermodynamics certification course is an FDP (Faculty Development Programme) approved by the AICTE. This 12-weeks-long online program is designed to help you learn the methods of solving problems connected to non-ideality in LLE, SLE, VLE, and VLLE for multi-component mixtures.

The Advanced Thermodynamics and Molecular Simulations course by SWAYAM is a 12-week-long online program designed to teach postgraduate-level advanced thermodynamics concepts. It is a two-part program developed by the Indian Institute of Technology, Roorkee which follows a Physics-based treatment of thermodynamics. Additionally, students will learn about molecular simulation techniques in great detail.

The Advanced Thermodynamics and Molecular Simulations online course aim to develop a statistical mechanics framework of thermodynamics concepts learned at the undergraduate level. Learners will gain a molecular-level understanding of the thermodynamics principles. The program will also teach some advanced free energy calculation techniques. 

The Advanced Thermodynamics and Molecular Simulations certification course are an AICTE approved Faculty Development Programme (FDP). Simulations methods such as molecular dynamics simulation and Monte Carlo simulation methods, which are used to find the equation of the states will be discussed thoroughly. The course is relevant in the context of FMCG, Oil, Pharmaceutical, and Chemical industries.

This Basic Calculus – 1 online course is offered by the Swayam online learning platform. It is coordinated by NPTEL. This course aims to guide basic calculus to all types of candidates irrespective of their social standing. In the course, there will be 36 lectures divided into 12 weeks duration. The course will follow the referenced book chapters 1 to 5. The candidates will revise certain notions they learned in school and also will get introduced to new notions.

This course is primarily intended for those candidates who are at the undergraduate level pursuing Bsc. The calculus taught in this course will be an updated version of the calculus taught in schools. This course is accredited by NPTEL. The lectures of this course will be around 40-45 minutes. The instructor will solve about 100 problem exercises and show usage of graphs.

The Basic Calculus – 1 certification will have the logos of NPTEL and the Indian Institute of Technology Madras. The certification will benefit the candidates academically and professionally. The certification will be provided in the e-format. This makes it easily shareable on all platforms such as Linkedin.

The Advanced Transition Metal Organometallic Chemistry course by SWAYAM is designed to show the usefulness and impact of organometallic chemistry in society as a whole. The program will also discuss how the organometallic compounds act as intermediaries in various catalytic cycles and also utilized in many organic transformations. 

The Advanced Transition Metal Organometallic Chemistry online program is developed by the Indian Institute of Technology (IIT), Bombay. It explores how the results achieved within the confines of a laboratory or lab research is translated to industry-scale productions and applications. The course teaches the principles behind these compounds and how they influence society as a whole.

The Advanced Transition Metal Organometallic Chemistry certification course is a Faculty Development Program (FDP) approved by the AICTE. This 12-week-long program aims to connect the laboratory discoveries to its wide-scale utility in industrial procedures. You will learn many implementation dimensions of organometallic compounds in commercial processes.

The Algebra-II program is a 12-week course in algebraic equations and concepts. It is a continuation study with advanced concepts. Set at a postgraduate level of study, one learning module is assigned per week. Students can previously complete the first course and proceed to cover advanced topics of the second course.

Based on mathematics, the Algebra-II certification syllabus covers core topics in algebra such as multilinear equations, tensor products, extensions, and fields. Candidates will also learn about Galois, Krull-Schmidt, and Jordan-Holder’s theorem in algebra. Learners can choose to attend a proctored exam by paying a nominal fee.

The Algebra-II online course is instructed by the faculty of the Institute of Mathematical Sciences, Chennai. Prof. Amritanshu Prasad and Prof. S Viswanath from the institute are the mentors. Students need to secure minimum scores in the assignments and the proctored exam scheduled for the certificate. Additionally, the faculties specify references and books learners can follow while studying.

The Basic Real Analysis certification course has been designed with the aim to cover several basic concepts such as real line, differentiation as well as integration. The course prepares candidates for future courses. The theorems have been well explained so that the basics are clear for the aspirants. Theories and logics have been covered in every module of the basic real analysis course. 

The course will also be enhancing the skills of the individuals registering for the course. Discussion forums boosts up the confidence level, by offering rigorous learning during the learning phase of course. Assignments, reading sessions, video lectures and quizzes have been designed which ensures that the participants are having smooth learning.

Aspirants registering for the Basic Real Analysis online course will be able to solve the problems easily after the learning they acquire. Different terminologies such as limit superior and limit inferior have been included in the course.

As explained by the faculty at the Indian Institute of Technology, Kanpur, An Introduction to Microeconomics online course is 12-week learning in microeconomics. It assesses economic theories of individuals as enterprises and their contribution to a country’s economic landscape. This online course is an AICTE approved Faculty Development Programme (FDP).

An Introduction to Microeconomics certification syllabus includes a comprehensive study of humanities and social sciences. Topics generally discussed involve core economics subjects such as market environments, price discrimination, cost functions, isoquants, and comparative statistics. The lecturers give online and book references for students to read and learn with the curriculum.

Set at a postgraduate level of study, Prof. Vimal Kumar teaches An Introduction to Microeconomics certification course. He is currently an Associate Professor at IIT Kanpur and comes from a sound professional and academic background. Students can opt for an e-certificate by paying a nominal fee and appearing for a proctored test.

An Introduction to Programming through C++ certification course is an undergraduate-level study. The training is based on computers and program engineering that teaches its learners problem solving using C++. It covers the basics of programming notions and arithmetic applications. Students will know the design and standard libraries of the C++ programming language. 

Spread across 12-weeks of learning, An Introduction to Programming through C++ certification syllabus exposes learners to concepts such as dynamic memory allocation, recursive algorithms, and drawings. It also involves a discussion on a rudimentary graphics system. Using this safer version of computer language, candidates can design programs fast with low-level features. 

Developed by the Indian Institute of Technology, Kanpur, learners can pursue the course for free. However, for An Introduction to Programming through C++ certification, students need to sit for a scheduled examination by paying the necessary fee. Candidates need to secure an average combined score in course assignments and final examination for the e-certificate. 

The Basic thermodynamics: Classical and Statistical Approaches certification course will be helping the candidates to learn everything about quantum mechanics. This topic mostly covers everything about entropy, and when we talk about thermodynamics it is all about entropy. The main objective of this thermodynamics course is to demystification the enigma of entropy. 

The course will help candidates have strong learning which can be implemented in the labs as well. Thermochemistry is one such area where candidates find it difficult to learn, the experts have given this topic special empathetic and will be helping out the candidates.

The Basic thermodynamics: Classical and Statistical Approaches training also has an add-on benefit of the certificate. The certificate will be given to the candidates who clear the end term exam with a 75% of score. The experts taking the sessions have good knowledge and are experienced in this particular domain. Discussion forums are present in every module so that the candidates can clear out their doubts.

An introduction to Smooth Manifolds course by SWAYAM is spread over 12-weeks and falls under Mathematics. This elective course introduces learners to the fundamental concepts of the smooth manifold theory. It is a Faculty Development Programme (FDP) approved by the AICTE.

In addition to online video lectures, this course also includes books and references. Moreover, An Introduction to Smooth Manifold's certification syllabus is curated by the Indian Institute of Science, Bangalore. The curriculum comprehensively touches upon Stokes theory, orientation, submanifolds, topology, Frobenius theory, and much more. It splits into 12 learning modules, scheduled for every week.

Professor. Harish Seshadri from IISc Bangalore instructs the An Introduction to Smooth Manifold's online course. Students can choose to verify the skills acquired in this course with a certificate. For that, they need to pay the necessary certification fee. Ph.D. and Masters's students in Information theory, Robotics, Mathematics, Physics, Control theory, or Climate Sciences can enrol in this certification course. 

This Basics Of Language Science Online Course manages major parts of the language. In the course the candidate will develop an understanding connection between language, brain, and the general society that we reside in. The students will feel like they realize how to respond to a ton of inquiries regarding different complexities or various kinds of miracles about language.

This course assists the candidate with managing the three significant parts of language specifically, the construction at the degree of sounds, words, and sentences, securing or learning of it, and the varieties inside and among dialects. The Basics Of Language Science Programme offers answers to a large portion of the interests that strike major when we consider how we gained the limit of language as a child.

This course will guide the candidate in depth of language science. In the Basics Of Language Science Training candidate can also take up the course certificate by giving the exam which will be held after the course completion. The course timing is flexible and candidates can study according to their time preference and the course faculty will be professor Rajesh Kumar from IIT Madras for making understanding easy to candidates.

The Introduction to LASER certification course provides a great deal of exposure to the scientists, teachers, working engineers, or anybody interested in knowing how LASERS work. Spread over 12 weeks, this elective course is offered by Prof. M. R Shenoy, a faculty of IIT Delhi.  He joined IIT Delhi in 1988 and is known for his collaborative research on Integrated Optical Devices. 

The Introduction to LASER certification syllabus gives students deep insights into the principle functioning behind the lasers. It also deals with the issues concerned with the design and output characteristics of the Lasers along with resonator physics. 

The Introduction to LASER training is an ‘applied’ course in nature. It could be opted by students studying B.E/B.Tech (3rd/4th year)/M.Sc (2nd year)/M.Tech (1st year). Moreover, the course is approved by the AICTE as an FDP course. It mandates a sincere and regular effort on the part of the student to obtain expertise in the subject. 

The Biochemistry certification course is designed in a manner that will engage students with elementary education about the field and later it will bring them to the main scope of the course. This curriculum is an initial study that focuses on fundamental principles of biochemistry. The Biochemistry - IITKGP certification reflects on the understanding of the biological biomolecules: carbohydrates, sugars, nucleic acids. 

In addition to the principles of enzyme chemistry, the arrangement and functional functions of the macromolecules will be studied: kinetic models, pathways, resistance, structure, and process. The course will also discuss the fundamentals of membrane transportation and bioenergy concepts. After the end of the Biochemistry training, students are expected to grasp the chemical composition and the three-dimensional arrangement of these biomolecules in relation to their biological role. 

The course will take the modules of the whole curriculum one by one that will be engaged with the equally practical and theoretical studies for the program. The entire course will make the students more and more engaged with learning biochemistry with different assessments. 

The proposed course on Biochemistry by Swayam aims to provide the applicants with the fundamental concepts of biochemistry and so that appearing students can learn about the core concepts that pertain to biochemistry in detail. The Biochemistry- IITM certification syllabus over the period of twelve weeks will be covering concepts like- water, enzyme, citric acid cycle, carbohydrates, buffer, acids, oxidative phosphorylation, ATP synthesis, and others. 

The programme will be recognised by the government and will help the students with economically vulnerable class to study about the higher concepts of biochemistry for free. The program will be offering the applicants free registration. Also, during the course tenure, the students will be gaining access to - quizzes, assignments, lecture videos, and others. The students after completing the course will thus have their skills increased in the subject of “catabolism of lipids”. They will learn about the various core concepts of biochemistry and its allied subjects.

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.

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 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. Also, the online course is an AICTE approved FDP course. The program will thus help the students to learn about the basics of light-matter interactions.

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. 

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.

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.

The Chemistry Of Main Group Elements Programme by Swayam, offers deep coverage on the subject of chemistry. It covers different topics such as systematic understanding of chemical reactivity, bonding concepts, structure concepts, p-block elements, c-block elements and others. Various applications of main group elements and their compounds will also be added into the lectures. The intended audience for this training include the teachers, students and PhD scholars. The only prerequisites to join this course is 12th grade chemistry knowledge. This course will be very useful for those who are working in Pharmaceutical industries.

The duration of the Chemistry Of Main Group Elements Training by Swayam, is 12 weeks. This is an FDP course approved by AICTE. This programme does not cost anything and can be enrolled for free. But the certificates are provided only if the learners register and write a proctored examination conducted by Swayam in person at any of the designated exam centres. This course will be instructed by Prof. M. S. Balakrishna (IIT Bombay).  The course certification will be e-verifiable at nptel.ac.in/noc.

The Environmental Remediation of Contaminated Sites online course is an environmental engineering programme, developed by IIT Roorkee. Aspirants with a Bachelor’s or Master’s in Sciences can take up this curriculum. Assistant professor Bhanu Prakash Vellanki from IIT Roorkee instructs the course, through numerous interactive learning sessions and written assignments.

The Environmental Remediation of Contaminated Sites certification syllabus splits into four learning modules. It further divides into subtopics covered over 12 weeks. These include remediation processes, law, regulations, groundwater, solidification, and more. A prior understanding of biology, chemistry, and physics is crucial to enroll in this training. Moreover, the course supports industrial learning through Degremont, Nalco Water, Thermax, and Veolia Water, and other companies.

The Environmental Remediation of Contaminated Sites certification is an AICTE approved FDP (Faculty Development Programme). Students can also avail of a certificate if they opt for it. They will have to pay a nominal fee and meet the criteria mentioned for the certificate. This certificate will be verifiable on NPTEL’s website.

The course on Fluid Dynamics for Astrophysics by Swayam provides a comprehensive overview of the concept of fluid phenomena in the subject of Astrophysics. The programme over the initial few weeks will cover the fundamentals of fluid dynamics with a special emphasis on compressible phenomena. The basic concepts hence learnt by the students will help them to understand the core concepts that pertain to astrophysics in a more comprehensive way. In the Fluid Dynamics for Astrophysics certification module, the students will elaborate cover the topics of- magnetic field, black hole accretion, solar wind power, magnetohydrodynamics and more. 

The students after completing the online certification programme will be equipped to pursue a career as a research worker in the subject of astrophysics. Thus, after completing the twelve week programme the students will learn to understand the concepts of dynamos that are used in jets. They will also learn to work with the concepts of classical mechanics.

The online certification course on Conservation Economics by Swayam will be helping the students to learn about issues such as- climate change, pollution, overpopulation, mass extinction, habitat loss, and others both through the means of lecture classes and online videos.

The students in the Conservation Economics by Swayam online course will be provided both with academic as well as academic knowledge in the said discipline. The applicants will be provided with technological solutions that will help them while mitigating plans and also while formulating policies for tackling the crisis.

The course has been structured as an elective so that students from economics or science backgrounds can learn the maximum from the course curriculum. The importance of conservation and the role it plays in the modern age will be discussed in the session. Also, the registered students will be studying conventional economics and its application so that they can build up their skills and understanding in the subject of “green economics”.

Spread across 12 weeks, the Essential of Biomolecules: Nucleic Acids and Peptides online course is a study based on organic chemistry. It studies the structures and features of nucleic acids such as DNA, RNA, and other biomolecules. Book references, learning modules, and video lectures will be the mode of delivering content. 

Aimed at a postgraduate level of study, the Essential of Biomolecules certification syllabus focuses on the functions of proteins such as synthesis action and replication. It also studies modern modification techniques of biological properties. As a prerequisite, students need to understand the basics of organic chemistry. 

Assistant Professor Lal Mohan Kundu mentors the Essential of Biomolecules training by Swayam developed in conjunction with IIT Guwahati. Candidates can choose to verify their learning with a certificate by appearing for an optional end-term exam. For that, students need to pay an exam fee for the proctored examination.