1662 Courses and Certifications

List of Online Courses and Certifications

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Certificate

Using Python for Research

Using Python for Research certification course by edX is being offered to teach the learners how to use Python 3 for their research. This course aims to fill the gap between introductory and advanced courses in Python. Also, it has been designed in collaboration with the experienced faculty of Harvard University.

Participants of this course will be able to use their Python skills for their research work. Participants will first go through the basic concepts of Python 3 and then they shall learn about the tools and techniques such as NumPy and Scipy, which are used in research settings. The course also includes a new module about statistical learning using the sci-kit-learn library. This Using Python for Research training course is a blend of guided introduction and independent in-depth exploration. Participants will be trained in various Python skills using various case studies selected for their scientific breadth and their inclusion of different features of Python.

There are 2 modes of study - Audit and Verified Track that can be selected by the candidates to complete their studies. In the case of Audit tracks, the candidates will get a particular time limit in which they will have to learn the course materials but in the case of Verified tracks, the candidates will have an unlimited period in which they may complete the course.

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12 Weeks
Intermediate
Free
Skills Covered:
Knowledge of Python Knowledge of Numpy
Certificate

Discrete Mathematics

Discrete Mathematics is known as the language of computer science. Learning discrete mathematics is going to be useful in many fields like data science, software engineering and machine learning. 

In this course, students will be solving math puzzles with proofs and their explanations to understand the concept of Discrete Mathematics thoroughly. The concepts of discrete mathematics today are used in various ways to understand different scenarios and the problems in all branches of computer science, such as programming languages, automated theorem proving, software development, computer algorithms and cryptography.

Swayam Discrete Mathematics Course is designed in a way to make sure students learn the concept of discrete mathematics in a fun way so they can understand its applications easily. 

Students don't need to have any prerequisites for this course, just a basic understanding of high school level algebra and arithmetic is required.

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12 Weeks
Free
Skills Covered:
Mathematical skill

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Certificate

Natural Resources for Sustainable Development

The Natural Resources for Sustainable Development course has been scrupulously designed to thoroughly guide the candidates on how to utilize the available resources without destroying the planet. Produced by the National Resource Governance Institute itself, the course is quite apt for all sustainable development practitioners as it meticulously covers all the theoretical aspects related to sustainable development in a very concise manner within a span of 12 weeks. 

The course thoroughly describes why communication between various industries, governments & citizens is critical to sustainable natural resource management. The course neatly describes the history & advent of all the major natural resources such as oil, and coal. It also explains the whole funnel regarding the extraction of a natural resource up to it being used as a finished product or with a finished product e.g. Petroleum as fuel in various industries & through various methods of extraction. It slightly covers the legal aspects as well, which might prove to be very beneficial.

The course offers two different tracks to join it; the paid and free modes. In the paid mode, the learners will have unlimited access and a certificate of completion whereas in the free audit mode, they will have access only for a limited duration. 

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12 Weeks
Intermediate
Free

Offered by

IsraelX via Edx
Certificate

Sex from molecules to elephants

The Sex from molecules to Elephants course is being imparted by edX and IsraelX. This course will provide the learners with knowledge about sexual reproduction amongst different organisms, from animals, corals, fish, insects, and spiders to birds and mammals. Participants will be given tools to understand sexual reproduction and its mysteries. 

Participants will be introduced to the organisms in their native habitats such as the ancient bacteria living in thermal geysers in Yellowstone National Park and the great mammals roaming in the African savannah. They will also learn about the history of life on Earth and its present state. This course covers the concepts of meiosis, heredity, the fundamental molecular event that is regarded as the basis of sex, the fertility cycle, germ cell development amongst males and females, the variability of sex determination amongst the animal kingdom, and fertilization. They will also understand primitive plants, plant evolution, and their influence on animal development and the environment. 

The candidates are allowed to select any one track from the Verified or Audit tracks. The main difference between the 2 tracks is that in the Audit mode, the candidates will be getting limited access to the course materials whereas in the case of the Verified track, the candidates will get unlimited access.

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12 Weeks
Beginner
Free
Skills Covered:
Knowledge of Biology
Advanced Fluid Mechanics 1 Fundamentals

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Certificate

Advanced Fluid Mechanics 1: Fundamentals

The Advanced Fluid Mechanics 1: Fundamentals online course allows learners to delve deep into the fundamental principles of fluid mechanics. Students can learn about several of its connections with continuum mechanics like hydrostatics, buoyancy, inviscid flow, rigid body accelerations, and the application of Bernoulli's theorem.

The Advanced Fluid Mechanics 1: Fundamentals certification course is spread over 12 weeks and is instructed by the top instructors from MITx. This instructor-led program has a fixed schedule. It is the first out of the three-course sequence in the incompressible fluid mechanics course. This series enhances students' abilities in the application of equations and analysis of complex models of fluid physics phenomena. 

Furthermore, the Advanced Fluid Mechanics 1: Fundamentals certification syllabus is based on MIT's class 2.25 Advanced Fluid Mechanics 1: Fundamentals, a fairly popular graduate program in MIT's mechanical engineering department. Learners get access to high-quality materials that are incredibly relevant to engineers and scientists from a wide range of chemical, mechanical, and process industries.  

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12 Weeks
Expert
Free
Skills Covered:
Knowledge of engineering
Thermodynamics-1

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Certificate

Thermodynamics

The Thermodynamics engineering course at edX is designed to teach basic concepts of thermodynamics to mechanical engineering students or learners who are curious about the topic. It will acquaint you with important ideas and terms related to thermodynamics along with their precise definitions. You will also study the properties of materials and derive several practical relations.

The edX Thermodynamics online course focuses on problem-solving as you will have to spend substantial effort on solving assignments. You will learn the three laws of thermodynamics – first, zeroth, and second law, thoroughly. You will explore topics such as work interaction and equations of state in detail.

Furthermore, you will learn energy transfer according to the classification of heat type and work type through the Thermodynamics program. The core concepts at the heart of thermodynamics, namely heat, entropy, and temperature are included in the course. Other topics covered include open thermodynamic systems, properties of liquids and gases, and relations between properties. It is a program developed by IIT Bombay and has a self-directed learning model.

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12 Weeks
Intermediate
Free
Skills Covered:
Knowledge of engineering

Offered by

IsraelX via Edx
Certificate

Developmental Psychology: A Journey of Growth within Relationships

This course in Developmental psychology: A Journey of Growth Within Relationships training by edX takes you on a journey into children’s social, emotional, and cognitive experiences. You will learn about the developmental processes and the impact relationships have on children during early childhood. Moreover, you will discover how infanthood relationships continue to affect our intimate relationships, our work styles, and our parenting styles, and shape our personalities as adults.

Developmental psychology is one of the core academic courses, which can be found in the first and second-year curriculums of many different study fields. It is also recognised as a professional development course by the Ministry of Education. That’s why Development Psychology training is recommended to the public and anyone interested in issues, processes, and dilemmas associated with child development and parenting.

This Development Psychology: A Journey of Growth Within Relationships certification course runs for 12 weeks and is offered by IsraelX. Being an instructor-led, scheduled course on social sciences, you will have to negotiate the course modules at a given timeline. Once you’ve completed the programme, you can also purchase the certificate and attest your knowledge with an official document by paying the prescribed fee. However, you can also audit the course without paying a single penny for a limited period. 

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12 Weeks
Beginner
Free
Skills Covered:
Knowledge of Psychology
Certificate

Abnormal Psychology

The Abnormal Psychology certification course offered by Swayam, and the University of Hyderabad dives into the nature of abnormal behaviour in humans and psychology's role in it. The course curriculum comprehensively covers a range of psychological disorders, their causes, and the types of therapies used to treat them. Further, the course discusses various perspectives and factors related to these disorders, including biological and childhood factors.

The Abnormal Psychology training will help you get a basic overview and understanding of the application of Psychology when dealing with abnormal human behaviour. The programme will run for 12 weeks and provides candidates with a curriculum divided into weekly sections. Students can check out the start date, last date to enrol, and examination date on the course webpage. 

Besides, the Swayam Abnormal Psychology learning course will provide an e-certificate to the candidates who registered for the final proctored exam at the end of the course and qualify with a valid score. The University of Hyderabad has designed the elective course in association with Swayam. Books and references are readily available for applicants to study.

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12 Weeks
Skills Covered:
Knowledge of Psychology
Agricultural Geography

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Certificate

Agricultural Geography

Agriculture as activity started 10,000 to 12,000 years ago when humans began to domesticate animals and grow plants for their subsistence. Before this, they were hunters and gatherers. Agriculture appeared simultaneously across the world through trial and error methods. Learn about the history of agriculture in Agricultural Geography Training.

The course on Agricultural Geography by Swayam provides the fundamental knowledge on various types of agricultural practices like horticulture, subsistence, specialised, commercial farming, etc. candidates will also undergo training and appear for various assessments throughout the course duration to test their knowledge.

The Agricultural Geography Certification Syllabus traces the history of agriculture from the Neolithic period to the present-day scenario. You will cover topics like the secondary, primary, tertiary, and quaternary activities conducted by man with a keen emphasis on agricultural marketing and statistics in India. Candidates will also learn about geographical tools used in developed nations like GIS, GPS and remote sensing.

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12 Weeks
Skills Covered:
Knowledge of Agricultural practices
Applied Entomology

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Certificate

Applied Entomology

The Applied Entomology certification course enables learners to know the advantages and disadvantages of insects as applied to humankind. Students are exposed to in-depth information about insect orders that are economically important to humanity. The course is 100% online, and students are presented with PowerPoint presentations using vivid words, texts, and pictures to convey the concepts well.

Additionally, the Applied Entomology certification by Swayam also introduces students to metamorphosis in insects – the different ways in which highly beneficial insects like silkworms, honey bees, and lac insects can serve human needs. This course falls under the domain of Biological Sciences and Bio-engineering.

The Applied Entomology training, spread over 12 weeks, also lets students explore how predators and parasitoids are exploited to manage harmful insects and pollinators and improve crop yields. A detailed account of the management of such insects and the recommended practices will also be discussed.

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12 Weeks
Skills Covered:
Knowledge of Biology
Coordination Chemistry States of Matter and Chemical Kinetics

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Certificate

Coordination Chemistry States of Matter and Chemical Kinetics

The Coordination Chemistry States of Matter and Chemical Kinetics by Swayam is an undergraduate-level course. The candidates who are in the 4th semester of Bsc chemistry and physical science can apply in this course. The course covers topics such as John teller distortion, crystal field theory, valence bond theory, transition metals. The course offers 4 credits on completion.

The course will be completed in 12 weeks. The course structure has quizzes, assignments and the final proctored exam which will take another 1 week. The candidates will receive course help from other experts from reputed institutions as well. Through the credit transfer system, the candidates can transfer the four credits earned in their academic records. The course is an initiative of MHRD.

The Coordination Chemistry States of Matter and Chemical Kinetics certification can be availed only by passing in the final proctored exam. The certification will be verified by MSU Baroda. The certification will help the participants in their academic and professional journey.

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12 Weeks
Skills Covered:
Knowledge of Chemistry
Crystallography and Mineralogy

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Certificate

Crystallography and Mineralogy

The Crystallography and Mineralogy programme is an undergraduate level course that covers basic as well as advanced information related to the subject matter. The programme includes a lot of aspects related to geological science such as structures of minerals, crystallography, opticadl mineralogy, chemical mineralogy, etc. It contains fundamentals as well as descriptive concepts in regards to various topics. Candidates pursuing this course will also gain information on topics such as different types of crystals, forms of crystals, and different theories of crystallography, etc.

Students are expected to attend the Crystallography and Mineralogy certification in online mode. There are no restrictions regarding the timings of the course since it is a self paced course. Students can access the course according to their wishes. The duration of the course is 12 weeks and mentors provide the course materials on a weekly basis once the course starts. Candidates can attend the online sessions or download the sessions and use its printed format to gain information related to it. Candidates can also acquire certificates upon the successful completion of the Crystallography and Mineralogy training by paying the mentioned amount and appearing for the proctored exam.

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12 Weeks
Skills Covered:
Knowledge of Geology
Certificate

Curriculum and Pedagogy of Teaching Physical Science

The course deals with the vast topic of different teaching methods that are used in teaching sciences- be it natural science or physical science. Curriculum and Pedagogy of Teaching Physical Science certification allow the candidates to gather information with reference to the curriculum of science in India as well as abroad, how both the curriculums are different from each other, what are the teaching methods and procedures that are taken into consideration in India and abroad, etc.

Participants have the freedom to log in to the course and enjoy the learning experience as per their own comfort since it is an online course. The minimum expectation that students need to fulfill is to have a good internet connection and the completion of assignments on time. The Curriculum and Pedagogy of Teaching Physical Science online course is not a limited edition course and has no deadlines or restrictions whatsoever so students have the complete liberty to apply for the course whenever they want. The Curriculum and Pedagogy of Teaching Physical Science certification syllabus can be completed in 12 weeks by the mentor and students can give this course as much time as possible because it is a self-paced course.

Candidates who wish to acquire certificates for the Curriculum and Pedagogy of Teaching Physical Science programme can do so by achieving the minimum passing grades in the offline exam at a designated venue and paying the quoted amount.

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12 Weeks
Skills Covered:
Pedagogy skills Teaching skills
Certificate

Graph Theory

The Graph Theory certification course is designed with a structure of 4 credits each containing 32 minor and major modules. All the evaluations will be done on the basis of guidelines as per the UGC structure. The curriculum of this particular course deals with certain fundamental principles in graph theory such as regular graph properties, eulerian graphs, orbital angular momentum graphs, contrapuntal graphs, graph lengths, planar bar charts, graph communication, and graph coloring. A few other graph algorithms have already been discussed. The Graph Theory certification is planned to fit the UGC syllabus. 

The modules will start from the base of the entire study and that’s the elementary understanding of 10+2 mathematics.  The training for the course will take place on the basis of understanding of the particular student and hereby every student will be focused for the entire duration. As a result of good completion of Graph Theory training, the learners will have a basic background in graph theory with extensive applications in the fields of, chemistry, physics, computer science, biology, sociology, and engineering. The student will learn different aspects of the graphical field and later they can implement in their respective field.

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12 Weeks
Skills Covered:
Mathematical skill
Certificate

Health Education and Recreation

Fitness has one of the major significant parts of human existence. Even if we are genuinely, intellectually, socially, and emotionally well we can't say that we are healthy people. This Health Education and Recreation Certification course will make candidates go in deep and study more about wellbeing and sporting matters.

The candidate will be under the guidance of an assistant professor from Manipur university. Course content is based on the bachelor of physical education and master of physical education and sports it has two components one is health education and the other is recreation.

The term recreation plays an important role to refresh the mind of the individual. This Health Education and Recreation Training provides many important topics which can be utilized in the daily life routine. The duration of the course will be 12 weeks and it will provide the candidate vast knowledge about the importance of health education to be given to school children and where we lack in terms of health and hygiene.

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12 Weeks
Skills Covered:
Leadership Knowledge of nutrition
Mathematical Analysis

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Certificate

Mathematical Analysis

Mathematics is a subject that plays a significant role in human life and existence and can solve many complex real-life problems. Mathematical concepts have the power to explain the mysteries and complexities of the universe. The Mathematical Analysis online course is an attempt to provide a thorough understanding of some complex mathematical concepts to science stream students.

The Mathematical Analysis programme consists of 40 modules, tests and assignments and is a 10-week- long core course. This is a comprehensive course provided by Swayam in association with MES College of Engineering Kuttippuram of Kerala. Over the course of 10 weeks, you will learn some basic and some complex mathematical concepts which will prove most useful for students pursuing B.Sc in Maths degree from any university.

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12 Weeks
Skills Covered:
Mathematical skill
Certificate

Educational Guidance & Curriculum Construction

An Elective course in B.A Degree and also for the PG in education, the Educational guidance & curriculum construction online course mainly offers the learners practical and theoretical knowledge on building the best curriculum and importance of different types of guidance based on different levels of education. This course is offered by Swayam, a government initiative to reach education to all which is supervised by the best of national controllers such as CEC, NCERT, and so on. This course is controlled by CEC and is designed by the Government College for Women in Srinagar under the Guidance of Professor Bilqees Aslam Shah. 

The course content is accessible to all registered students and the Educational guidance & Curriculum construction certification is provided to those candidates who register and clear the examination meeting all other criteria. This 4 credits-eligible course is purely online based apart from the final examination.

Different guidance methods along with its history and implementation are detailed in the course in which different types of the curriculum with various objectives are also discussed. Various key concepts such as Vocational guidance, Educational guidance, Core curriculum, Blanched curriculum, and so on are included in the Educational guidance & Curriculum construction certification syllabus.

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12 Weeks
Skills Covered:
Teaching skills
Physical Geography-Climatology and Oceanography

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Certificate

Physical Geography-Climatology and Oceanography

Swayam’s Physical Geography-Climatology and Oceanography programme has a total of 30 modules. These modules are designed by keeping in mind the current industry practices and standards. Every week, you will learn three modules that will focus on three different topics. The Department of Geography at the University of Mysore, Mysore, is offering this programme over Swayam.

The Physical Geography-Climatology and Oceanography course will let you explore everything about the hydrosphere and atmosphere. This self-paced training enables you to juxtapose the two to draw conclusions and how it determines the climate. The course will also teach you the factors that impact pressure and temperature distribution. 

Additionally, the Physical Geography online programme by Swayam has interactive videos with background graphics for each topic. You will receive assignments, quizzes, summary, presentations, and other learning aids. For clarification of doubts, you can post your queries on the Swayam portal. Moreover, you will have the flexibility to learn according to your schedule and convenience.

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12 Weeks
Skills Covered:
Knowledge of Geography
Certificate

Plant Biochemistry and Plant Biotechnology

The Plant Biochemistry and Plant Biotechnology programme by Manipur University will take you through the fundamentals of plant biochemistry and biotechnology. It will get into the study of biochemical processes, which includes photosynthesis, nitrogen cycle, secondary metabolism, respiration, and growth hormones. The course content is delivered by Dr K Sanatombi of the University of Manipur’s Department of Biotechnology.

The Plant Biochemistry and Plant Biotechnology certification course elucidates the requirements of plant growth. You will learn about genetic engineering and plant tissue culture. The training curriculum elucidates various aspects and applications of plant tissue culture. It also takes into account gene transfer methods for transformation of plants. The application of a transgenic plant is also a topic that this training will cover.

By the end of the Plant Biochemistry and Plant Biotechnology training programme by Swayam, you will learn about molecular markers and crop improvement applications, and covering topics in both Plant Biochemistry and Plant Biotechnology. You can receive a course certificate by completing the internal assessments and securing the minimum qualifying criteria for the end-term exam.

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12 Weeks
Skills Covered:
Knowledge of Biology
Fish and Fisheries

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Certificate

Fish and Fisheries

The Fish and Fisheries certification syllabus is structured to cover the essential and fundamental aspects of fish biology and provide comprehensive knowledge in both the marine ecosystem and freshwater ecosystem. The course also dives deep into providing the applications knowledge about the behavior of the fish and helps the students to formulate the taxonomic positions and understand the physiology of - marine fisheries and inland fisheries. 

The online program on Fish and Fisheries by Swayam also covers the modern-day concerns that are related to this industry such as- the reasons behind the deletion of fishes and the reasons behind fish diseases. The twelve-week course also lays the foundation and provides all the basic knowledge that will help the students proceed further with research in the same field. The certification course will thus be making all the necessary provisions for the applicant to study the mechanism of induced breeding management and formulate strategies that will help in the preservation and protection of fish culture.

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12 Weeks
Free
Skills Covered:
Knowledge of ecosystem
Applied Environmental Microbiology

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Certificate

Applied Environmental Microbiology

Our world is surrounded by several environmental challenges that are becoming troublesome by the day. Therefore, the online course in Applied Environmental Microbiology by Swayam aims to teach students about these pressing issues by developing in-depth knowledge about microbial processes and communities, found in inbuilt and natural environments. The program holds impeccable industry support from numerous water and wastewater treatment organizations, Biotechnological companies, and Bioremediation entities. 

The Applied Environmental Microbiology certification syllabus lays a firm foundation of basic microbial energetics, microbiology, and diversity. Then, it progresses to microbiology’s tools, state-of-the-art and traditional applications, and how they address relevant environmental problems. The curriculum offers a holistic exploration of microbes’ diverse roles, microbial communities, cell elements, ecology, microbial energetics, environmental microbial processes, and more.

The Applied Environmental Microbiology online course is a 12-week, free elective training, under the civil Engineering and Environment category. This postgraduate-level program also offers certification, for which candidates must register, pay the exam fees, and clear the course-end proctored assessment. In doing so, they’ll earn an e-verified certification with NPTEL and IIT Roorkee’s logos.

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12 Weeks
Free
Skills Covered:
Knowledge of Microbiology Knowledge of epidemiology
Advanced Chemical Thermodynamics and Kinetics

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Certificate

Advanced Chemical Thermodynamics and Kinetics

Advanced Chemical Thermodynamics and Kinetics programme is an online course by Swayam, which is an AICTE approved faculty development programme or FDP. It will be taught by Prof Arijit Kumar De from IISER Mohali for a period of twelve weeks. The course will involve online lectures, assignments, and a final exam.  

Advanced Chemical Thermodynamics and Kinetics certification course will cover a wide range of topics in macroscopic and statistical thermodynamics and kinetics. It will explain a number of physicochemical phenomena. As it is not a beginner level course, candidates who want to enrol in the programme are encouraged to gain a basic level understanding of thermodynamics. 

Advanced Chemical Thermodynamics and Kinetics provides a list of books and references which can be used to follow the course material better. While every other part of the course is online, the final exam will be held at various pre-designated centres in different cities for the participants’ convenience.

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12 Weeks
Expert
Free
Skills Covered:
Knowledge of Chemistry
Applied Linear Algebra

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Certificate

Applied Linear Algebra

The Applied Linear Algebra online course introduces the fundamentals of eigenspaces, inner products, vector spaces, and linear transformations to electrical engineering aspirants. This program encompasses all the core learnings to help candidates master these concepts and progress to the further applied for linear Algebra courses. The training falls under these categories - ‘Instrumentation and Control’, ‘Signal Processing and Communication’ and ‘Communications Engineering, Electrical, and Electronics’. 

Spread across 12 weeks, the Applied Linear Algebra certification syllabus comprises vector spaces, eigenvalues’ applications, and positive operators. Candidates learn about solving linear equations, inner product spaces, normal operators, quotient space, and other critical learning areas. Set in the postgraduate/undergraduate level, this curriculum is a core program, currently ongoing on Swayam. 

The Applied Linear Algebra training also offers course certificates to eligible candidates, who register and clear Swayam’s program-end proctored test. Upon doing so, students will earn a digitally-verified certification with their credentials and institution logos, bearing testimony of their acquired knowledge in the concepts taught.  The course also houses industry support from Artificial Intelligence, Communications, and Analytics. 

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12 Weeks
Free
Skills Covered:
Mathematical skill
Advanced Partial Differential Equations

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Certificate

Advanced Partial Differential Equations

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.

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12 Weeks
Free
Skills Covered:
Mathematical skill
Applied Linear Algebra for Signal Processing, Data Analytics and Machine Learning

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Certificate

Applied Linear Algebra for Signal Processing, Data Analytics and Machine Learning

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.

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12 Weeks
Free
Skills Covered:
Machine learning Data science knowledge Knowledge of Big Data
Applied Multivariate Statistical Modeling

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Certificate

Applied Multivariate Statistical Modeling

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.

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12 Weeks
Free
Skills Covered:
Statistical skills
Advanced Probability Theory

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Certificate

Advanced Probability Theory

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.

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12 Weeks
Free
Skills Covered:
Statistical skills
Advanced Thermodynamics

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Certificate

Advanced Thermodynamics

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.

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12 Weeks
Free
Skills Covered:
Knowledge of Chemistry Knowledge of engineering
Advanced Thermodynamics and Molecular Simulations

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Certificate

Advanced Thermodynamics and Molecular Simulations

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.

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12 Weeks
Free
Skills Covered:
Knowledge of engineering
Basic Calculus-1

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Certificate

Basic Calculus – 1

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.

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12 Weeks
Free
Skills Covered:
Mathematical skill

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