625 Courses and Certifications

Free Teaching And Academics Courses & Certifications

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Quantum Transport

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Certificate

Quantum Transport

The Quantum Transport online course includes a study of quantum methods and parameters in constructing transport systems. Set at a postgraduate level of study, this elective course is developed by IISER Thiruvananthapuram. The programme is supported by industry leaders such as IBM, SQC Sydney, Philips Semiconductors, and D-Wave systems.

Learners will understand concepts relating to weaker localisations, nanowires, 1D/ 2D systems, and quantum electrical amplifiers. By completing the Quantum Transport certification syllabus, students will grasp familiar effects of Quantum Hall, Josephson, Coulomb blockade, and Aharonov-Bohm. Additional avenues that open to candidates include research in metrology, quantum computing, and electrical sensing technologies.

Professor Madhu Thalakulam from IISER Thiruvananthapuram mentors the learners of this online training. In this FDP, candidates can secure an e-verifiable Quantum Transport certification. For the accreditation, they need to complete all the learning modules, submit assignments, and register for the end-term test. They must secure the minimum marks specified for assignments and final tests.

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12 Weeks
Free
Brochure
Skills Covered:
Knowledge of electronics
Physics of Biological Systems

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Certificate

Physics of Biological Systems

Physics Of Biological Systems Program is an online learning course offered by swayam a program launched by the government of India. In this course, the candidate will understand the physics of natural frameworks with the assistance of hypothetical devices with models from assorted areas of biology. The course will offer a basic understanding of the viscosity and Navier stokes equation and fluid flows in biology with the theory and phenomenon of depletion forces.

The Physics Of Biological Systems Online Course offers the students in-depth knowledge of polymers and biopolymers, persistence length, and entropic elasticity with introduction to biophysics, spatial and temporal scales. The course will deal with topics related to scallop theorem and bacterial flagella along with cooperative binding and hemoglobin.

The Physics Of Biological Systems Training course instructor will be a well-experienced faculty from IIT Bombay Professor Mithun Mitra to guide the candidate all throughout the course. The duration of the program is of 12 weeks with the various assignments and the course will also provide the course certification by the end of the course with the logo of NPTEL and IIT Bombay. 

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12 Weeks
Free
Brochure
Skills Covered:
Knowledge of physics
Physics of Linear and Nonlinear Optical Waveguides

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Certificate

Physics of linear and nonlinear optical waveguides

The online programme on the Physics of linear and nonlinear optical waveguides by Swayam has been purposefully structured to provide the registered students with the theoretical basis and applications for the field of optical waveguides. In the certification online session, the students will be learning about the principles of light-matter reactions.

The process and mechanisms of light-matter in linear, as well as non-linear reactions, will also be covered in the Physics of linear and nonlinear optical waveguides training. In the Physics of linear and nonlinear optical waveguides certification syllabus, the topics that will be covered are-   Maxwell’s equation, Total Internal reflection, Concept of core and cladding, Linear and nonlinear optical waveguides & brief history, Plane-wave, Wave equation, Snell’s Law and other topics that are related to optical waveguides. The course will thus be helping the registered students to develop industrial-level skills and also develop academic-level knowledge.

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12 Weeks
Free
Brochure
Skills Covered:
Knowledge of physics
Optical Spectroscopy and Microscopy Fundamentals of Optical Measurements and Instrumentation

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Certificate

Optical Spectroscopy and Microscopy Fundamentals of Optical Measurements and Instrumentation

The Optical Spectroscopy And Microscopy: Fundamentals of Optical Measurements And Instrumentation by Swayam offers theoretical as well as practical aspects of optical spectroscopy and microscopy. The programme will give an understanding in depth about the principles governing the light-matter interaction. The usage of equipment in part by part laboratory settings will be shown in detail. The types of lasers and their applications will also be illustrated in the course.

The Optical Spectroscopy And Microscopy: Fundamentals of Optical Measurements And Instrumentation training course is free of charge. The candidates can avail the course on the Swayam platform. The course is accredited by the Indian Institute of Science Bangalore and NPTEL. The course offers books and references on the course website. The candidates will be graded in their assignments and final exams.  The course tries to gap the divide between the advantaged and disadvantaged group of people through free quality education.

The Optical Spectroscopy And Microscopy: Fundamentals of Optical Measurements And Instrumentation certification can be availed in the digital format. The certification will have logos of the Indian Institute of Science Bangalore. The certification can be shared on all online platforms such as Linkedin.

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12 Weeks
Free
Brochure
Skills Covered:
Knowledge of physics
Statistical Mechanics

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Certificate

Statistical Mechanics

The Statistical Mechanics online course offers a fundamental understanding of statistical mechanics and thermodynamics. It begins with the basic concepts of thermodynamics and takes on statistical mechanics principles towards the end. The program does mandate any prior exposure to the topics.

The Statistical Mechanics course syllabus covers topics like laws of thermodynamics, entropy, types of canonical ensemble, the theory of probability, and quantum mechanics. The program is a core course in the Physics discipline. Over the 12 weeks, you will be provided with high-quality video lectures delivered by Prof. Dipanjan Chakraborty.

IISER Mohali provides the Statistical Mechanics certification course in conjunction with Swayam. If you wish, you can also opt for the digital course certificate issued by Swayam. This certificate can be easily attached to your CV and LinkedIn profile. However, you will have to register for an exam by paying the requisite fee and pass the test to receive the e-certificate.

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12 Weeks
Free
Skills Covered:
Knowledge of physics
Thermodynamics

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Certificate

Thermodynamics

The Thermodynamics programme offers the candidate in-depth knowledge of thermodynamics and the first and second laws of thermodynamics in detail. The course will deal with the topics like state and concepts and definitions with the system, boundary, and steady-state. The course covers topics like conservation of mass for open and closed systems and thermodynamics of engineered equipment. 

The programme also offers the candidate a proper understanding of psychrometry and its applications and the conditioning of humidification, cooling towers, evaporative cooling, air, and applications air conditioning, etc. The Thermodynamics training course also deals with the equivalence ratio and stoichiometry. 

The Thermodynamics online course instructor is a well-experienced faculty member of IIT Delhi professor S. R. Kale to guide the candidate. The course is free of cost and candidates will be provided with an E-certificate after qualifying the certification criteria. The candidate can access the course at their time requirements. It is an online course by Swayam. The certificate will be having the logos of IIT Madras and NPTEL.

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12 Weeks
Free
Skills Covered:
Knowledge of physics
Classical Mechanics From Newtonian to Lagrangian Formulation

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Certificate

Classical Mechanics: From Newtonian to Lagrangian Formulation

The ‘Classical Mechanics: From Newtonian to Lagrangian Formulation’ online certification course is developed for the students to study and discuss the classical concepts of mechanics in the domain of engineering and physics. This National Programme on Technology Enhanced Learning (NPTEL) free online training course is provided by Swayam initiated by the government of India. The classes of this core course of undergraduate level are conducted online for a period of twelve weeks.

The course instructor for this online program is Prof. Debalmalya Banerjee, faculty from the department of physics at the Indian Institute of Technology Kharagpur. This course helps the students develop their expertise and knowledge on concepts such as Newtonian laws and other theories of classical physics and gravity. This ‘Classical Mechanics: From Newtonian to Lagrangian Formulation’ online training program enables the students to get a certificate and credit points at the end of this All India Council for Technical Education approved course.

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12 Weeks
Free
Skills Covered:
Problem Solving Ability Knowledge of physics Knowledge of engineering
Basic Statistical Mechanics

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Certificate

Basic Statistical Mechanics

The Basic Statistical Mechanics Certification Course is a 12 week-long massive open online course that educates learners on the fundamentals of statistics and mechanics. The course is provided on the Swayam online learning platform and led by thy Prof. Biman Bagchi of IIT Bombay. The course is suitable for students aspiring to work in the field of pharmaceutical and fuel cell companies.

The Basic Statistical Mechanics Training is provided through video lectures and course materials by experts. The course can be completed within a duration of 12 weeks and is easily accessible online. Once all steps of course lessons and evaluations are completed, learners will receive the Basic Statistical Mechanics Certification by NPTEL and IIT Bombay.

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12 Weeks
Free
Skills Covered:
Statistical skills Mechanical skills
Computational Physics

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Certificate

Computational Physics

The ‘Computational Physics’ is a National Program for Technology Enhanced Learning (NPTEL) online course offered for the students to build their competence in the computational techniques and strategies and to get introduced to methods of quantum and classical computations. This online certification course is provided by the Swayam, a free online education portal for a period of twelve weeks.

The instructors for this elective course are academically trained faculty Prof. Apratim Chatterji and Prof. Prasenjit Ghosh from the Indian Institute of Science Education and Research (IISER, Pune). The students of training will gain computational insights and will be able to explore the field of physics through the theoretical and practical exposure of concepts.

The ‘Computational Physics’ online training program enables students to receive the certification and credit points after completing this All India Council for Technical Education (AICTE) course and assessments according to the eligibility standards.

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12 Weeks
Free
Skills Covered:
Mathematical skill Statistical skills Knowledge of physics
Advanced Atmospheric Physics

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Certificate

Advanced Atmospheric Physics

The Advanced Atmospheric Physics certification by IIT Roorkee is a 12-week online course. This online certification course focuses on providing students with knowledge of advanced aspects of atmospheric and space physics. The Advanced Atmospheric Physics online course provides learners with the basics of inertial and non-inertial forces and the various dynamical phenomena. It also equips them with the understanding of various crucial aspects such as atmospheric waves and instabilities. The Advanced Atmospheric Physics certification syllabus will teach students about Atmospheric dynamics, Apparent forces, effective gravity, Thermal wind, Sound waves, gravity waves, Magnetosphere, and more.

The Advanced Atmospheric Physics training course can be an extension to the earlier NPTEL course: Introduction to atmospheric and space sciences. Offered via Swayam, students of B.Tech/ MSc/ MTech/ and Pre-PhD can enrol in this Advanced Atmospheric Physics certification by IIT Roorkee. After completing this online course, students can apply for jobs in R&D-based organizations like DRDO, ISRO, NCMRWF, and IMD.

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12 Weeks
Free
Skills Covered:
Knowledge of physics
Advanced NMR Techniques in Solution and Solid-State

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Certificate

Advanced NMR Techniques in Solution and Solid-State

The Advanced NMR Techniques in Solution and Solid-State certification by IISc Bangalore is a 12-week online course. This online certification course is designed for postgraduates and research students providing them with an introduction to NMR and the internal interaction parameters. The Advanced NMR Techniques in Solution and Solid-State certification syllabus at IISc Bangalore will also discuss some advanced concepts and techniques, such as NOE and ROE, spin system nomenclature, relaxation phenomenon and their measurements, quantum mechanical analysis of spectra, chemical exchange, and others.

The Advanced NMR Techniques in Solution and Solid-State online course is delivered online via Swayam. To pursue this online course, students are required to have a basic knowledge of NMR Spectroscopy and Analysis of Spectra. Upon completion of the Advanced NMR Techniques in Solution and Solid-State training programme, they can enter the pharma industries that have NMR facilities.

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12 Weeks
Free
Brochure
Skills Covered:
Knowledge of physics
Certificate

Quantum Technology and Quantum Phenomena in Macroscopic Systems

The Quantum Technology and Quantum Phenomena in Macroscopic Systems Certification consists of a 12-week online course. IIT Guwahati develops and approves the course syllabus, even if Swayam is appointed to teach the course. The Indian Institute of Technology, Guwahati and NPTEL are the organisations authorized to issue this course certificate.

Quantum Technology and Quantum Phenomena in Macroscopic Systems training is offered as a physics elective. Amarendra Kumar Sarma is the instructor for this certification program.

The fundamentals of quantum physics, such as quantum entanglement and quantum superposition, are covered in this course. The goal of this course is to teach students quantum optics so they can explain solid-state nanosystems, which is necessary for the next stage of the technological revolution.

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12 Weeks
Free
Thermal physics

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Certificate

Thermal physics

A 12-week online course is required for the Thermal Physics Certification. Although Swayam is allotted to teach the course, IIT Kharagpur advances and authorises the course syllabus. This course certificate is approved to be delivered by the Indian Institute of Technology, Kharagpur, and NPTEL. Thermal Physics training is offered as a physics core program. Debamalya Banerjee is the instructor for this certification program.

This course focuses on the internal energy that results from the motion of the atoms and molecules that make up an item as well as the transfer of this energy, or heat, from one object to another and integrates the study of thermodynamics, statistical mechanics, and gas kinetic theory. It aims to provide a general overview of each of the three main heat-related topics.

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12 Weeks
Free
Certificate

Introduction to Cognitive Psychology

The Introduction to Cognitive Psychology programme by Swayam, and  IIT Guwahati attempts to explain the fundamental cognitive processes which guide human behaviour. This course will impart enough knowledge to allow undergraduate, postgraduate, and Ph.D. students to tackle everyday problems and attain optimal solutions.

The Introduction to Cognitive Psychology training is a Humanities and Social Sciences course which is spread over 12 weeks. This program is offered by IIT Guwahati, and it is an AICTE approved FDP course.  In this course, students will learn essential topics such as object perception and recognition, long-term memory, reasoning, decision making, problem-solving, and human language skills.

Additionally, the Introduction to Cognitive Psychology certification course is taught by Prof. Naveen Kashyap, an associate professor of psychology at IIT Guwahati. He has been teaching in this institute for the past ten years and is highly knowledgeable in human cognitive processes. Moreover, students can obtain a certificate after completing this course and add it to their portfolios. 

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12 Weeks
Free
Brochure
Skills Covered:
Knowledge of Psychology
Certificate

Business Statistics

Swayam's Business Statistics course is hugely relevant in this era as statistics play a vital role in the business world, and helps in the quick and accurate decision-making process. To that end, this online course covers descriptive statistics, statistical study, probability, linear regression, and correlation in depth. 

Business Statistics online course is a 12-week online course available at the undergraduate level. By the end of the course, you can become familiar with the concepts of statistics, data collection, and data analysis tools. Additionally, the online course will make you adept at data analysis and interpretation, as well as the concepts of statistics. 

Furthermore, the Business Statistics certification course provides numerous employment opportunities in lucrative roles like data analysts and consultants. This comprehensive programme allows you to hone your decision-making skills in the corporate sector and gives you essential tools essential for data analysis. Take this course to earn a certificate and further your career with a strong professional portfolio.

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12 Weeks
Free
Skills Covered:
Statistical skills Data science knowledge
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
Brochure
Skills Covered:
Statistical skills
Applied Statistics and Econometrics

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Certificate

Applied Statistics and Econometrics

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.

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12 Weeks
Free
Skills Covered:
Statistical skills Data science knowledge Knowledge of Econometrics
Applied Time-Series Analysis

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Certificate

Applied Time-Series Analysis

A time series refers to an ordered collection of data usually in time, an essential concept in multiple disciplines including engineering, medical, business, economics etc. As a subject, time-series has fascinated data analysts in the field of humanities, medicine, engineering, and climatology, among others. The Applied Time-Series Analysis online course by Swayam is a comprehensive programme offered by IIT Madras. 

The Applied Time-Series Analysis Certification Syllabus will explore topics such as linear random processes, stationarity and ergodicity, parameter estimation methods and more. This is 12 weeks course and is targeted at students and working professionals from related fields. 

The time series concept is foundational for researchers interested in the development of models from simple and multivariate data. The Applied Time-Series Analysis Certification Course is a postgraduate programme and is free to enrol students interested in the subject. After finishing the course, you can earn a certificate by qualifying for the proctored exam.

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12 Weeks
Free
Brochure
Skills Covered:
Statistical skills Data science knowledge
Introduction to Stochastic Processes

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Certificate

Introduction to Stochastic Processes

Developed by IIT Bombay, the Introduction to Stochastic Processes by Swayam is an AICTE-approved Faculty Development Programme. Students will gain the necessary skills to design models and assess the effects of any event. Based on Management studies, this elective course is open for students from all disciplines. 

The Introduction to Stochastic Processes certification syllabus is spread across 12 weeks. During this, students will learn Poisson processes, Continuous and Discrete Markov Chains, variance, random variables, probability, and Bayes rule. Moreover, it is provided at a postgraduate level. Book references and video lectures are also provided to help students learn effectively.

Candidates can earn the Introduction to Stochastic Processes certification by paying a nominal certification fee and appearing for the end-term certification exam conducted by Swayam. Additionally, they must complete all the 12 assignments given throughout the course duration. 

Moreover, several companies across sectors use Stochastic Processes in their operations. As such, they readily employ individuals certified through the Introduction to Stochastic Processes program. 

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12 Weeks
Free
Brochure
Skills Covered:
Statistical skills
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
Research Methodology

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Certificate

Research Methodology

The online course for the Research Methodology Certification lasts for 12 weeks. Although Swayam is chosen to serve as the course's instructor, IISER Kolkata creates and approves the course syllabus. The organization authorized to provide this course certificate are NPTEL and the Indian Institute of Science Education and Research, Kolkata.

Research Methodology training is a part of the multidisciplinary elective curriculum. This certification course is taught by Soumitro Banerjee.

The entire conceptual and methodological spectrum that is involved in doing successful research is covered in the course. This encompasses the philosophy of science, measurement of methodological challenges, developing and testing hypotheses, scientific communication, and ethical concerns in scientific practice. It offers a thorough plan that aids in keeping researchers on course and makes the procedure simple, efficient, and manageable. 

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12 Weeks
Free
Skills Covered:
Logical Reasoning
Certificate

Biogeography

The certificate programme in Biogeography is a 12-week online course by Swayam, offered at the undergraduate level. Candidates can also pick this online programme as an elective. Moreover, Dr P.T. Bharathi instructs the online programme. She is the Principal Investigator and course coordinator for the Biogeography course under Massive Open Online Courses.

The Biogeography certification programme by Swayam will teach the candidates about flora and fauna of a region. Also, they will learn about the geographic factors that affect the natural inhabitants of an environment or surrounding, including world climate zones, type & distribution of forests, natural vegetation & ecosystem, among others. 

Furthermore, the online course has a vast and extensive curriculum which covers core topics like Darwin’s theory of evolution, along with other topics like human races, the relationship between man & environment, Glaciations cycles, and population & settlement.

Upon successful completion, candidates will acquire expertise in the world biomes. Also, a certificate in Biogeography by Swayam can lay a concrete base for a career in Biogeography. 

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12 Weeks
04 January 2026 - 29 April 2026
Free
Skills Covered:
Knowledge of Geography
Information Sources and Library Services

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Certificate

BLII-013: Information Sources and Library Services

This 12-week diploma course in Information Sources and Library Services by Swayam will educate you about different information sources and their uses. The expert training programme will polish your ability to extract requisite information and employ it to derive the optimal results. 

Moreover, the Information Sources and Library Services training course will teach you about the uses of these information sources in the library. You will learn about providing library services based on these sources. Also, the online course will allow you to know about the relevance of circulation services, reference services, and awareness services.

Incidentally, the Information Sources and Library Services curriculum is robust and features six units replete with videos and reading material. This will help accentuate the learning experience and contribute to your specialisation. 

Moreover, Dr Archana Shukla will instruct the Information Sources and Library Services training programme, who is an expert in her profession with years of industry experience.

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12 Weeks
Free
Skills Covered:
Knowledge of Library and Information Science
Libraries An Introduction

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Certificate

BLI-011: Libraries: An Introduction

The BLI-011: Libraries: An Introduction online course will help you to learn the concepts of libraries through the lens of society. It provides a deep dive into the types of libraries and the functions of libraries amongst us.

The online course gives a holistic perspective by giving us insights into how libraries can impact and benefit society. Though libraries have existed for long, it has evolved and changed to be more modern for the youth of today. Hence, the course also discusses the current landscape in detail.

The BLI-011: Libraries: An Introduction programme is tutored by Dr Archna Shukla, who has immense experience in libraries through research and professional experience. This will invoke new perspectives and ideas on enhancing the role of libraries efficiently.

The BLI-011: Libraries: An Introduction course is also beneficial for anyone who wants to understand what it entails to be a librarian. The course is also equipped with weekly quizzes to learn the course thoroughly and evaluate the improvement.

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12 Weeks
Free
Library Automation and Digitisation

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Certificate

Library Automation and Digitisation

By making use of the latest technologies, this course of Library Automation and Digitisation by Swayam aims to improve the facilities and the services of libraries that exist today. This course will help the candidate in being well-versed with all the major concepts required to master the same.

Nowadays, the world is shifting more towards digital means. The use of print, paper and books are declining, and at the same time, the use of e-learning and e-books are steadily rising. At a time like this, a course which teaches the candidates the basics of library automation with reference to digitisation is very relevant in fetching jobs as librarians or even for personal convenience.

This course is an ongoing, core course. It belongs to the category of Library and Information Sciences. The duration of this course is 12 hours, and it is a diploma level course. With the help of an encouraging and guiding faculty, the candidates will master the concepts easily and apply for different posts where they find themselves eligible.

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12 Weeks
Free
Skills Covered:
Knowledge of Library and Information Science
Library Information and Society

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Certificate

BLI-221: Library Information and Society

The Library Information and Society Course is a 12-weeks long course provided by the Indira Gandhi National Open University. It is the first among the 9 courses constituting the Bachelor's Degree in Library and Information Science. The course will introduce candidates to the role of library and information in a society.

The Library Information and Society Online Course offered by Swayam and coordinated by Prof. Kunwar Singh discusses the core features of library science and information systems that play a definite role in shaping the world. This postgraduate-level course explains the basic functions of libraries and information networks along with their legislative framework.

The Library Information and Society Certification Course is spread over 14 units wherein the final sections give an overview of the professional nature of librarianship. The course will discuss various organizations involved in the progress of library and information services and thus aid candidates who are wishing to pursue a career in library science.

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12 Weeks
Free
Skills Covered:
Knowledge of Library and Information Science
ICT Fundamentals

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Certificate

BLI-224: ICT Fundamentals

The ICT Fundamentals Certification Course is a course that prepares candidates to pursue a career in Library and Information Science. The course provides knowledge about the basics of computer technology and communication technology that will aid in forging a bright career with professional gains.

The ICT Fundamentals Training Course is a 12-weeks long course that teaches candidates about the working of multimedia systems and network applications in the digital world. The course introduces the usage of Office Tools along with discussions on sections like word processing, presentation, and spreadsheets.

The ICT Fundamentals Online Course offered by Swayam teaches the fundamentals of information and communication technology in a detailed manner. The course is spread over 16 units offering 4 credits and is taught under the guidance of Prof. Uma Kanjilal, Professor of Library and Information Science, Indira Gandhi National Open University.

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12 Weeks
Free
Skills Covered:
Technology skills Knowledge of computer networking Knowledge of IT industry
Certificate

Biostatistics and Mathematical Biology

The Biostatistics and Mathematical Biology course is designed to help candidates learn the fundamentals of mathematics that are required for biologists. It will help them learn the principles that govern the behaviour and systems in living beings. Further, the curriculum covers modern topics of biostatistics such as box-plots, Bayesian probability, statistical power, maximum likelihood, and the like.

Furthermore, the Swayam Biostatistics and Mathematical Biology programme cover essential topics of mathematical biology, which get covered rarely by universities. It includes permutation and combination, odds ratio, and relative risk, among others. Also, the award-winning tutor and science writer, Dr Felix Bast, teach this course.

Moreover, the Biostatistics and Mathematical Biology online course by Swayam is application-oriented. The programme is made interactive by the games and fun facts that are included in it. During the course, the emphasis is given to analysing data and strategic decision making about the right test to use during the right situation, which has become essential in solving the problems.  

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12 Weeks
14 January 2026 - 29 April 2026
Free
Skills Covered:
Mathematical skill
Real Analysis I

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Certificate

Real Analysis I

The Real Analysis I programme by Swayam is a 12-week programme, available at the undergraduate level. The course instructor is Prof. Jaikrishnan J, who is an assistant professor at IIT Palakkad with expertise in Complex analysis. 

The online Real Analysis I course aims to the students who want a deeper understanding of the subject calculus or for students who wish to pursue more complex subjects like Statistics, Computational Complexity, Theoretical Physics, among others. 

Moreover, various top companies such as DeepMind, Microsoft Research, and Google, support the Real Analysis I certification programme. With a comprehensive curriculum, candidates will become familiar with the set theory and logic behind the real analysis, along with necessary computational functions. 

While the online course is available to candidates free of cost, they must have studied mathematics up to class XII to enrol in Real Analysis I course. Moreover, if candidates want a certificate upon course completion, they need to pay for a certification exam and clear it. 

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12 Weeks
Free
Skills Covered:
Mathematical skill
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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