292 Courses and Certifications

List of Online Courses and Certifications

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Introduction to Probability and Statistics

Offered by

Certificate

Introduction to Probability and Statistics

The Introduction to Probability and Statistics online course is essentially an introductory or prerequisite course in probability and statistics. It is also an NPTEL online course comprising around 8-10 hours of content for learning, covered over four weeks of video lectures.

As such, the Introduction to Probability and Statistics certification course will prepare you to take on a more advanced study of probability and statistics. The course will begin by defining data and then slowly presenting the various ways of classifying data. Aspects of numerical and categorical data will be of primary focus.

Thus, around 10-12 core topics of both probability and statistics will be broadly covered in the Introduction to Probability and Statistics certification syllabus by the course instructor, Prof. G. Srinivasan of IIT Madras. He will instruct the course modules through live lectures.

Lastly, you will learn in detail about data and measuring associations. If you are a student or manager/executive, the Introduction to Probability and Statistics course by Swayam is an ideal fit for you.

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4 Weeks
Beginner
Free
Skills Covered:
Statistical skills
Introduction to Machine Learning Tamil

Offered by

Certificate

Introduction to Machine Learning (Tamil)

4 Weeks
Free
Design Thinking A Primer

Offered by

Certificate

Design Thinking - A Primer

Design thinking is a systematic method and a unique approach to problem-solving. It is an innovative process that offers a solution-based and hands-on approach to human-centric problems. Design Thinking- A Primer online program is an elective faculty development program that will introduce you to the concept of design thinking and its use to make our lives better and easier. 

You can learn this course for four weeks and there are no prerequisites attached to it. Hence, you only need to be interested in the subject to enrol in the free program. Moreover, the IIT Madras faculty has designed this comprehensive course, and it will be delivered in the form of video lectures.

The program also includes multiple live sessions that you can attend to learn more about the course curriculum. After completing the Design Thinking- A Primer training, you can earn the course completion certificate by qualifying for the written proctored exam with a valid score.

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4 Weeks
19 January 2025 - 13 February 2025
Free
Skills Covered:
Design thinking
Python for Data Science

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Certificate

Python for Data Science

Data Science has enabled many industries and organisations to make better business decisions by providing useful insights and information. Hence, this exciting branch of science can be used to test new techniques, theories and models. Python for Data Science online programme is an undergraduate-level course that falls under Computer Science and Engineering, Artificial Intelligence and Data Science categories.

The Python for Data Science course curriculum has been curated by the prestigious IIT Madras faculty and delivered by Prof. Ragunathan Rengasamy. Also, the certification has been designed as a four-week-long course that will be divided into several modules. It will teach you the basics of the Python programming language and how it can be used to solve data science problems.

Furthermore, the course will equip you with skills to use Python and data science which are extremely important and valuable today. You will learn through video lectures and will be given regular weekly assignments during the tenure. When you finish all the modules in the Python for Data Science certification course, you further obtain a certificate by qualifying the eligibility criteria.

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4 Weeks
Free
Skills Covered:
Knowledge of Python Data science knowledge Knowledge of Numpy Visualisation skills
C Programming and Assembly Language

Offered by

Certificate

C Programming and Assembly Language

The C Programming and Assembly Language certification is a 4 weeks programme designed for the students of engineering in the fields of electrical, and computer science by NPTEL and IIT Madras on the Swayam platform. The students of these fields work a lot on Microprocessors, and also in C programming but often their curriculum lacks these two topics. Hence this course was made to build a link between these two concepts.

C Programming and Assembly Language training are for establishing an understanding of how assembly language is translated for benefitting a microprocessor. The course uses different animations that show how C programming is executed based on the data, stack, and code segment of a microprocessor. Established as an FDP course sanctioned by the Government of India, under the computer science engineering category, candidates obtain course completion certificates as and when they attend final exams and secure passing marks.

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4 Weeks
Free
Skills Covered:
Programming skills
Effective Engineering Teaching in Practice

Offered by

Certificate

Effective Engineering Teaching in Practice

Teaching is one of the faculties that has been around since the dawn of time, but we have still not perfected this skill. In modern-day Indian institutions, the assumption is that if a person knows enough about the subject, they will be able to impart it to other students. However, more often than not, this leads to an unpleasant classroom experience. Effective Engineering Teaching in Practice online course aims to bridge this gap between knowledge possession and impart it. 

In the Effective Engineering Teaching in Practice training, candidates will understand the learning process's essentials and how to put the learner at the center. Concerning this, they will train in various methodologies and strategies to improve their teaching process. Thus, newly joined and experienced teachers can benefit from this course. 

Three distinguished faculty members from IIT Madras are the program instructors for this course and have designed the Effective Engineering Teaching in Practice syllabus to fit an engineering teacher’s context. This MOOC is available for free enrolment on Swayam, and it has no prerequisites. 

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4 Weeks
19 January 2025 - 13 February 2025
Free
Skills Covered:
Teaching skills
Introduction to Quantum Computing Quantum Algorithms and Qiskit

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Certificate

Introduction to Quantum Computing: Quantum Algorithms and Qiskit

Introduction to Quantum Computing: Quantum Algorithms and Qiskit certification is a course that has been developed by leaders like IBM Research, IBM Systems, IIT Madras, and  NPTEL directly on Swayam’s website. Quantum computing is emerging rapidly as one of the most disruptive technologies of recent times, and this new concept has been brought to our knowledge through this certification course. The course will be introducing how quantum error correction can be useful for lessening the noise effects in quantum devices.

Introduction to Quantum Computing: Quantum Algorithms and Qiskit training will be of potential help in solving some challenging problems that cannot be solved easily by using classical solutions. The institution IBM is a recognized leader of such technology, and hence this course is going to be extremely useful. This course does hold full-length sessions on the concepts, and usage of Qiskit. The most exciting part is that the end certification is usually accepted by the prestigious company IBM for jobs.

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4 Weeks
Free
Skills Covered:
Knowledge of physics
Advanced Topics in Science and Technology of Concrete

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Certificate

Advanced Topics in Science and Technology of Concrete

The Advanced Topics in Science and Technology of Concrete certification course explores using recycled concrete as aggregate in new construction, covering collection, processing, properties, and performance. It caters to senior undergraduates, postgraduates, industry professionals, and structural engineers, fostering a deeper understanding of sustainable practices in concrete construction.

With the Advanced Topics in Science and Technology of Concrete certification by NPTEL, students delve into concrete design considerations, environmental impact assessment, and policy implications in India and South Africa. Expert panel discussions enrich the learning experience, equipping participants with the knowledge and tools necessary to embrace sustainable approaches in the construction industry.

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4 Weeks
An Introduction to Probability in Computing

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Certificate

An Introduction to Probability in Computing

The An Introduction to Probability in Computing certification course provides students with a basic introduction to probability theory to Computer Science (CS) which will help them to grasp the latest CS trends in the industry. The course duration is 4 weeks and is offered by the IIT Madras, NPTEL. 

The prerequisite for this course is students must have pursued a course on the design and analysis of algorithms to get advanced subject knowledge. The An Introduction to Probability in Computing certification by NPTEL offers a comprehensive curriculum such as an Axiomatic Approach to Probability Theory, Verifying Matrix Multiplication, Discrete Random Variables, and others. 

Also Read: Online Computer Science Courses & Certifications

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4 Weeks
Multimodal Interaction

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Certificate

Multimodal Interaction

This course offers four weeks of rigorous training and covers a wide range of topics such as a basic understanding of multimodal communication between humans and multimodal interaction between humans and machines. The students explore and practise basic principles provided by industry experts through the Multimodal Interaction certification by NPTEL.   

The students gain in-depth knowledge of the processes of perceptions and how it is integrated to create multimodal perception. The Multimodal Interaction certification course covers various aspects of multimodal communication. This course is designed for students interested in the fields of Computer Science, Human Factors, and human-computer interaction.

Also Read: Communication Management Certification Courses

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4 Weeks
Surrogates and Approximations in Engineering Design

Offered by

Certificate

Surrogates and Approximations in Engineering Design

The Surrogates and Approximations in Engineering Design certification course is a 4-week duration programme. The certification course offers a comprehensive curriculum that covers introduction, physical versus, computational experiments, introduction to engineering optimisation, and the need for surrogates in optimisation. This course is designed for the postgraduation students.   

The Surrogates and Approximations in Engineering Design certification by NPTEL equips students with the necessary skills and knowledge of surrogates and approximations in Engineering design. The students explore Surrogates: polynomial regression, radial basis function, and Kriging as part of the syllabus. They will gain hands-on training in the application of learned methods and principles.

Also Read: Engineering Design Certificate Courses

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4 Weeks
Issues in Bioethics

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Certificate

Issues in Bioethics

The Issues in Bioethics certification course is designed for students to introduce them to bioethics by exploring a few contemporary issues. This certification course offers a comprehensive curriculum that covers all the aspects of bioethics such as its importance and historical evolution. The course duration is 4 weeks. 

Students gain in-depth knowledge and understanding of various aspects such as important theoretical frameworks, issues in clinical ethics and research ethics. The Issues in Bioethics certification by NPTEL provides the required knowledge and skills in the application of healthcare technology and ethical issues to the students by the leading industry experts in the field.

Also Read: Free Life Science Courses & Certifications

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4 Weeks
The Victorian Gothic Short Story

Offered by

Certificate

The Victorian Gothic Short Story

The Victorian Gothic Short Story certification course is a 4-week duration programme. The certification course covers an extensive curriculum that includes the specialised study of the Victorian Short Story concerning the Gothic mode. The intended audience for this course is undergraduate and postgraduate students of English Literature. 

The Victorian Gothic Short Story certification by NPTEL provides students with in-depth knowledge of Victorian Short Story and Charles Dickens, The Haunted Signal Man (1866). They will also learn about Rudyard Kipling, My Own True Ghost Story (1888) and Oscar Wilde, The Happy Prince (1888) with the support of leading industry experts.   

Also Read: Online Literature Courses & Certifications

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4 Weeks
Ethics

Offered by

Certificate

Ethics

The Ethics certification course is a 4-week course that will be beneficial for students of all disciplines such as Social sciences, Humanities, Law, Business Management and Philosophy. The certification course covers the comprehensive curriculum like the basic concepts of the discipline of Ethics and the historical evolution of the discipline.  

The students get the opportunity to examine some important theoretical frameworks. The Ethics certification by NPTEL provides students with in-depth knowledge of analysing some of the ethical challenges faced by society and humanity in general in the contemporary world. This course is designed for UG and PG students and the intended audience is Humanities, Law, and Management students.

Also Read: Media Ethics And Law Certificate Courses

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4 Weeks
Skills Covered:
Work Ethics
Renaissance and Shakespeare

Offered by

Certificate

Renaissance and Shakespeare

The Renaissance and Shakespeare certification course is a 4-week course. This certification course covers the comprehensive curriculum that includes Renaissance Introduction, Shakespeare’s life and times, Othello, Shakespeare's history plays, and Twelfth Night. The basic prerequisite for this course is that the students must have an interest in English Literature and Theatre. 

The Renaissance and Shakespeare certification by NPTEL provides in-depth knowledge of different aspects of the age and developments in the field of visual arts and science. They will also explore the Merchant of Venice trial scene (student performance), A Midsummer Night’s Dream and A Midsummer Night’s Dream (Multilingual student performance).

Also Read: Online History Courses & Certifications

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4 Weeks
Experimental Stress Analysis An Overview

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Certificate

Experimental Stress Analysis : An Overview

The Experimental Stress Analysis: An Overview certification course duration is 4 weeks. The certification course offers a comprehensive curriculum that includes an introduction to stress analysis, a visual appreciation of field information, principles of Moire, and an introduction to Caustics. The students explore the role of analytical, numerical and experimental methods in solving a problem in solid mechanics. 

The Experimental Stress Analysis: An Overview certification by NPTEL equips students with the required skills and knowledge to excel in the field. The students learn various physical principles used by various experimental techniques. The certification course also provides guidelines for selecting an experimental technique for a given application.

Also Read: Online Mechanical Engineering Courses & Certifications

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4 Weeks
Introduction to Reciprocal Space

Offered by

Certificate

Introduction to Reciprocal Space

The Introduction to Reciprocal Space certification course is a 4 weeks duration programme. The prerequisite for this certification course is that the students must have at least completed the first year of undergraduate studies (in Engineering or Science) to get the maximum benefit from this course.

The certification course covers a comprehensive curriculum that covers a wide range of topics related to reciprocal space such as the materials science approach to defining reciprocal space, diffraction and reciprocal space. The Introduction to Reciprocal Space certification by NPTEL provides students with hands-on training experience through the leading industry experts in the field.       

Also Read: Online Physical Science And Engineering Courses & Certifications

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4 Weeks
Short Fiction in Indian Literature

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Certificate

Short Fiction in Indian Literature

12 Days
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Indian Philosophy

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Certificate

Indian Philosophy

The Indian Philosophy certification course offers a comprehensive curriculum that covers Indian Philosophy such as the origin of Indian Philosophy, Veda and Upanishads, Charvaka Philosophy, Samkhya Philosophy, Yoga Philosophy and others. This certification course duration is for 4 months, students gain in-depth knowledge of Indian philosophical systems.  

The Indian Philosophy certification by NPTEL equips the students and professionals with essential knowledge and skills in Indian philosophical systems which are discussed with a critical approach to their theories. The NPTEL provides three types of certificates to the students such as Gold, Elite and Completed based on their performance in the examination.

Also Read: Online Philosophy Courses & Certifications

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Better Spoken English

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Certificate

Better Spoken English

The Better Spoken English certification course duration is 4 months and the candidates must be able to speak about familiar things in basic sentences in English is the prerequisite of this course. This certification course offers an extensive curriculum that covers all the aspects of spoken English such as linguistic aspects of mishearing, and others. 

   The students gain a deep understanding of aspects of theatre in formal presentation, body language, eye contact, and voice modulation. The Better Spoken English certification by NPTEL provides industry experts to the students to excel in the real world. With this certification course, students become proficient in good-tempo speech in English.

Also Read: English Certificate Courses

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