Page 9 - List of all Courses & Certifications - Eligibility, Fees, Duration, Career Options

Offered by

IIT Madras (IITM) via NPTEL

Certificate

Deep Learning - Part 2

The Deep Learning - Part 2 certification course covers a comprehensive curriculum that includes an intersection of Deep Learning and Generative Modeling, Restricted Boltzmann Machines, Markov Chains and Gibbs Sampling for training RBMs. The students gain hands-on training from expert professionals in the industry. This course provides from basic to in-depth discussion on the subject.

The Deep Learning - Part 2 certification by NPTEL course duration is 8 weeks and deep learning is the prerequisite for this course. This course benefits the students to equipped with the necessary skills and knowledge to excel in the deep learning field. The course can be obtained by BE/BTech/ME/MTech/MS/PhD students.

Also Read: Online Deep Learning Courses & Certifications

8 Weeks

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Offered by

IIT Madras (IITM) via NPTEL

Certificate

Practical Machine Learning with Tensorflow

The Practical Machine Learning with Tensorflow certification course offers a comprehensive curriculum that covers the key aspects of Tensorflow and Machine Learning such as data input, Tensorflow preprocessing, and prediction. This certification course lasts 8 weeks, and its prerequisites are Programming, Data Mining, Machine Learning, or Data Science.

The students gain hands-on training in the subject from industry experts. The Practical Machine Learning with Tensorflow certification by NPTEL equips students with the required skills and knowledge to build ML models using Tensorflow. The candidates also learn the application of techniques, principles, and strategies in real-world projects.

Also Read: Online Machine Learning Courses & Certifications

8 Weeks

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Skills Covered:

Machine learning

Offered by

IIT Madras (IITM) via NPTEL

Certificate

Human Movement Science

The Human Movement Science certification course provides a basic understanding of how the human body moves and the science behind it. The course's comprehensive curriculum covers topics such as introduction to human movement science, fundamental anatomical movements, and introduction to concepts of kinesiology and biomechanics. The certification course duration is 8 weeks.

The students gain hands-on training from industry experts to function effectively and excel in this field. The Human Movement Science certification by NPTEL prerequisite is 12th Pass or equivalent and the course is at the undergraduate level. Aspirants gain proficiency in applying human movement science principles to fundamental movements and exercises.

Also Read: Online Personal Development Courses & Certifications

8 Weeks

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Offered by

IIT Madras (IITM) via NPTEL

Certificate

Sports Psychology

The Sports Psychology certification course offers a comprehensive curriculum that covers the key aspects of sports psychology such as introduction to sports psychology, exercise well-being and mental health, and professional challenges of sports psychologists. The course offers hands-on experience with industry experts. The certification course duration is 8 weeks.

The prerequisite for this certification course is 10+2 and is curated for students, athletes, coaches, sports science professionals, sports enthusiasts, and the general population. The Sports Psychology certification by NPTEL equips students with the required skills and knowledge in the sports field. They will learn and apply psychological skills while working with young athletes.

Also Read: Online Sports Management Courses & Certifications

8 Weeks

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Offered by

IIT Madras (IITM) via NPTEL

Certificate

Fundamentals of Electric Vehicles Technology and Economics

8 Weeks

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Offered by

IIT Madras (IITM) via NPTEL

Certificate

Essentials of Sports Injury Prevention & Rehabilitation

The Essentials of Sports Injury Prevention & Rehabilitation certification course offers a comprehensive curriculum that covers areas including introduction to sports injuries and rehabilitation, anatomy and biomechanics of major joints, and pre-participation physical evaluation. The certification course duration is 8 weeks and the prerequisite is 12th pass or equivalent. Students gain guidance from industry experts.

The Students will gain hands-on experience in applying various principles and strategies to prevent injuries such as lower limb injuries, and head, neck and spine injuries. The Essentials of Sports Injury Prevention & Rehabilitation certification by NPTEL provides students with essential knowledge and skills to improve performance, monitor training loads, and design and formulate recovery programs.

Also Read: Online Sports Management Courses & Certifications

8 Weeks

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Skills Covered:

Knowledge of Psychology

Offered by

IIT Madras (IITM) via NPTEL

Certificate

Programming and Data structures

8 Weeks

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Offered by

IIT Madras (IITM) via NPTEL

Certificate

Introduction to Exercise Physiology & Sports Performance

The Introduction to Exercise Physiology & Sports Performance certification course offers a comprehensive curriculum that covers important topics and perspectives that are relevant to physical training, human performance, and general health and wellbeing. This course duration is 8 weeks and 12th grade or equivalent qualification is the prerequisite for this course.

The students gain hands-on experience with the help of industry experts who provide various valuable mechanisms behind human performance, knowledge, skills, and strategies. The Introduction to Exercise Physiology & Sports Performance certification by NPTEL is designed for people interested in exercise physiology such as Athletes, Coaches, Strength & Conditioning Specialists, Sports Science Professionals, Physiotherapists, Physical Trainers, and others.

Also Read: Online Sports Management Courses & Certifications

8 Weeks

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Offered by

IIT Madras (IITM) via NPTEL

Certificate

Design for Quality, Manufacturing and Assembly

The Design for Quality, Manufacturing, and Assembly certification course is an 8-week duration programme. The certification course offers an extensive curriculum that covers all the aspects of product design including the methods that guide the design teams to develop product structures that can reduce manufacturing and assembly costs.

The students will also explore the opportunities to improve the quality and how robust design concepts can help in improving and ensuring the quality of the products. The Design for Quality, Manufacturing and Assembly certification by NPTEL is designed for the B.E/B.Tech, M.E/M.Tech, M.S, B.Sc, M.Sc, PhD students.

Also Read: Online Quality Management Courses & Certifications

8 Weeks

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Skills Covered:

Designing skills

Offered by

IIT Madras (IITM) via NPTEL

Certificate

Fundamentals of Sports Training, Load Management and Recovery

The Fundamentals of Sports Training, Load Management, and Recovery certification course offers an extensive curriculum to the students that covers all the aspects of sports and fitness training, load monitoring, and recovery. The certification course duration is 8 weeks. The prerequisite for this course is qualifying 12th pass or equivalent.

With hands-on training by industry experts, students gain the required skills and knowledge to improve their sports training. The Fundamentals of Sports Training, Load Management and Recovery certification by NPTEL also helps students explore methods, workload management, and implementation of effective recovery strategies.

Also Read: Online Sports Management Courses & Certifications

8 Weeks

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Offered by

IIT Madras (IITM) via NPTEL

Certificate

Literary Theory and Literary Criticism

The Literary Theory and Literary Criticism certification course duration is 8 weeks. The course provides a comprehensive curriculum that covers the major trends in literary criticism and literary theory. With the industry experts support students gain in-depth knowledge in various domains from classical times to recent trends.

The course covers all the aspects of literary criticism and literary theory from the classical trends times of Aristotle, Plato, and Longinus until today's theoretical trends such as film studies, gender studies and Eco criticism. The Literary Theory and Literary Criticism certification by NPTEL provides a deep understanding of Classical/Neo-Classical Theory, Marxism, and others.

Also Read: Online Literature Courses & Certifications

8 Weeks

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Offered by

IIT Madras (IITM) via NPTEL

Certificate

Disability Studies: An Introduction

The Disability Studies: An Introduction certification course is an 8-week duration programme. This certification course can be taken by students pursuing any degree in Sciences and Humanities, rehabilitation professionals, and students of special education. The course covers an extensive curriculum that includes a disability, dependency, interdependency, blindness, and various interviews discussing autism and the Indian family.

The Disability Studies: An Introduction certification by NPTEL provides students with a broad outline of the emerging field of disability studies. The certification course provides leading industry experts support through which students can gain the required skills and knowledge and excel in this field.

Also Read: Online Humanities And Social Sciences Courses & Certifications

8 Weeks

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Offered by

IIT Madras (IITM) via NPTEL

Certificate

Business English Communication

The duration of the Business English Communication certification course is 8 weeks. This certification course covers a comprehensive curriculum such as reading, vocabulary, writing and grammar. The course also focuses on various aspects that are used in the business world. The course helps students to improve language skills for participating in the global business economy.

There are no strict prerequisites for this course and any undergraduate students can join this certification course. The Business English Communication certification by NPTEL provides students with the required methods to develop English language and communication skills. This course is designed for students interested in improving their working knowledge of business English.

Also Read: Online Communication Courses & Certifications

8 Weeks

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Skills Covered:

Reading Skills Writing skills

Offered by

IIT Madras (IITM) via NPTEL

Certificate

Decision Making using Financial Accounting

The Decision-Making Using Financial Accounting certification course is an 8-week duration programme. The prerequisite for this course is the students must be graduates. The certification course offers an extensive curriculum that covers the conceptual basis of financial accounting, and financial statements: balance sheet, income statement, and cash flow.

The students will develop an understanding of the important tools and techniques for analysing financial information while pursuing the Decision-Making Using Financial Accounting certification by NPTEL. The certification course equips the participants with the required skills and knowledge in the finance and accounting field.

Also Read: Online Data Analysis Courses & Certifications

8 Weeks

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Skills Covered:

Decision making skills Financial knowledge

Offered by

IIT Madras (IITM) via NPTEL

Certificate

Chemistry I Introduction To Quantum Chemistry And Molecular Spectroscopy

The Chemistry I: Introduction To Quantum Chemistry And Molecular Spectroscopy certification course explores the mathematical framework essential to understanding quantum chemistry and spectroscopy in the physical sciences. Students delve into foundational concepts like the Schrödinger equation, electromagnetic radiation, and molecular spectroscopy, with a focus on atomistic explanations crucial for various areas of chemistry.

The Chemistry I: Introduction To Quantum Chemistry And Molecular Spectroscopy certification by NPTEL delves into advanced topics including quantum mechanics of the hydrogen atom, harmonic oscillators, and chemical applications. Students gain a robust understanding of quantum principles and their applications, equipping them with essential tools for analysing molecular behaviour and phenomena.

8 Weeks

Beginner

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$Fundamentals of X-ray Diffraction and Transmission Electron Microscopy$

Offered by

IIT Madras (IITM) via NPTEL

Certificate

Fundamentals of X-ray Diffraction and Transmission Electron Microscopy

The Fundamentals of X-Ray Diffraction and Transmission Electron Microscopy certification course is an 8-week duration programme. The certification course is an undergraduate-level course on the microstructural characterisation of materials. The course focuses on the basic principles and techniques of X-ray diffraction and transmission electron microscopy.

The certification course covers a comprehensive curriculum that covers fundamentals of X-ray scattering, and crystallite size, the effect of strain on the intensity. The Fundamentals of X-Ray Diffraction and Transmission Electron Microscopy certification by NPTEL provides students with the required skills and knowledge in the industry.

Also Read: Online Radiology Courses & Certifications

8 Weeks

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Offered by

IIT Madras (IITM) via NPTEL

Certificate

Analysis and Modeling of Welding

The Analysis and Modeling of Welding certification course is a 7-week duration programme. The certification course is beneficial for practising engineers, graduate students and prospective researchers to understand welding and its latest trends. This course provides a detailed analysis and modelling techniques that can be applied to different physical phenomena during welding.

The certification course covers a comprehensive curriculum that covers heat sources, fusion welding processes, phase change, zones in weldment, thermal modeling, heat removal, and fluid flow in the weld pool. The Analysis and Modeling of Welding certification by NPTEL helps students understand the developments in welding taking place.

Also Read: Online Metallurgical Engineering Courses & Certifications

7 Weeks

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Offered by

IIT Madras (IITM) via NPTEL

Certificate

Chemistry - I

The Chemistry- I certification course explores Quantum Chemistry and Molecular Spectroscopy. The curriculum delves into foundational principles such as the Schrödinger equation, particle confinement, and quantum mechanics postulates. Students gain a deep understanding of atomic orbitals, electron behavior in the hydrogen atom, and uncertainty principles.

The Chemistry- I certification by NPTEL focuses on the interaction of radiation with matter, Beer-Lambert law, and molecular vibrations. Students are equipped with analytical skills to calculate energy levels, transition frequencies, and concentrations of absorbing species, laying a solid groundwork for further study in quantum phenomena and molecular analysis.

6 Weeks

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Offered by

IIT Madras (IITM) via NPTEL

Certificate

Introduction to Non Linear Dynamics

The Introduction to Non Linear Dynamics certification course introduces students to the complexities of dynamic systems through analytical methods and real-world examples. It offers a practical understanding of phenomena in physics, biology, chemistry, and engineering, covering topics like bifurcations, phase plane analysis, and limit cycles.

Students will explore the behavior of one-dimensional and two-dimensional flows, learning about stability analysis, classification of linear systems, and the dynamics of oscillators. The Introduction to Non Linear Dynamics certification by NPTEL equips students with analytical skills and problem-solving abilities crucial for navigating nonlinear phenomena in diverse scientific contexts.

6 Weeks

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Offered by

IIT Madras (IITM) via NPTEL

Certificate

Introduction to Statistical Hypothesis Testing

The Introduction to Statistical Hypothesis Testing certification course provides a comprehensive understanding of hypothesis testing, a critical aspect of data analysis. Through practical applications and theoretical foundations, students learn to evaluate postulates empirically, covering topics like null hypotheses, significance levels, and hypothesis tests for averages, variability, proportions, and regression analysis.

With the Introduction to Statistical Hypothesis Testing certification by NPTEL, learners delve into advanced concepts like constructing confidence regions and intervals. By mastering hypothesis testing techniques, students acquire the skills to make informed decisions and draw meaningful conclusions from empirical data, enhancing their analytical capabilities across diverse domains.

1 Months

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Offered by

IIT Madras (IITM) via Swayam

Certificate

Bioreactors

The Bioreactors online course begins by introducing some of the fundamental quantities that need to be used while working with bioreactors. For example, specific growth rate, yield coefficient, etc. Then, after studying some introductory kinetics, candidates will look at the different kinds of bioreactor operations, and analyze them.

Later on in the Bioreactors online programme, candidates will move beyond the black-box approach and start looking at what exactly happens inside a bioreactor. They will study the cells inside the bioreactor, which are the actual factories that produce a product. They will learn how to optimize these to give us the products we need, in the way that we need them.

The four-week Bioreactors certification programme benefits not only undergraduate students from Biotechnology, Biological, Chemical, and Biochemical Engineering programmes, but even experienced scholars in their MS, ME, or PhD. Teachers can also take this course, to better understand the fundamental concepts, and reach higher levels of instruction.

4 Weeks

₹ Free

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Skills Covered:

Knowledge of engineering

Offered by

IIT Madras (IITM) via Swayam +1

Certificate

Demystifying the Brain

Neuroscience is a multidisciplinary science that helps us understand and study the nervous system. Demystifying the Brain online program attempts to provide a computational perspective on how the brain functions. The elective course comes under Biological Sciences and Bioengineering subjects and is accessible for students from both engineering sciences and biological sciences.

The Demystifying the Brain certification syllabus dives into the history and evolution of neuroscience and further explains neurons and the nervous system in detail. IIT Madras and Swayam learning have collaborated to deliver this FDP course free of cost to promote quality education for all. The best part is that you can easily finish the whole course in four weeks and even gain a verified digital certificate at the end.

After finishing the short-term course, you just have to give a final exam to be eligible for the certificate to upgrade your CV.

4 Weeks

19 January 2025 - 13 February 2025

₹ Free

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Skills Covered:

Knowledge of biomedical sciences

Offered by

IIT Madras (IITM) via Swayam

Certificate

Introduction to Lean Construction (Module 1 - Lean Basics)

4 Weeks

₹ Free

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Offered by

IIT Madras (IITM) via Swayam

Certificate

Advanced Topics in the Science and Technology of Concrete

4 Weeks

₹ Free

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Offered by

IIT Madras (IITM) , EM Strasbourg Business School, Strasbourg via Swayam

Certificate

Technology Forecasting for strategic decision making - An Introduction

Technology Forecasting for strategic decision making - An Introduction programme is an introductory-level study. The course helps you make sound strategic decisions using technological forecasting. Using practical problems and case studies, you will learn about various technological forecasting methodologies and extrapolation techniques with S-curves.

Technology Forecasting for strategic decision making - An Introduction certification has been designed by professor Bala Ramadurai of IIT Madras and professor Dmitry Kucharavy of EM Strasbourg Business School. The course uses a combination of video lectures, live sessions, case studies, assignments, and an exam to help motivate you and evaluate your progress. You need to have data management skills to extract maximum knowledge from this course.

Technology Forecasting for strategic decision making - An Introduction is a four-week course postgraduate course in Management Studies with the option of certification. The course material will be available on Swayam, the online learning platform. Technology Forecasting for strategic decision making is an AICTE approved Faculty Development Program course.

4 Weeks

₹ Free

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Skills Covered:

Technology skills

Offered by

IIT Madras (IITM) via Swayam

Certificate

Patent Drafting for Beginners

Patents are necessary documentation, but an integral part of them is the patent specifications. These are the paperwork that encompasses a technological invention’s patent rights. These techno-legal documents are established at the interface of law and science and follow stringent guidelines. The Patent Drafting for Beginners online course introduces learners to these fundamentals and paves the way for them to draft such patent specifications by themselves.

The Patent Drafting for Beginners certification syllabus explains patent drafting’s core principles and patent law’s concepts regarding drafting various patents. Through these, the curriculum teaches candidates how patent law relies on preparing patent specifications for satisfying specific requirements, unlike technical writing. This course is primarily for beginners without prior patent drafting experience and imparts valuable insights to get started with this domain.

An FDP programme, the Patent Drafting for Beginners certification course, is a joint effort between IIT Madras and Swayam. This NPTEL online course is AICTE-approved, belonging to these diverse categories - ‘Law’, ‘Faculty Domain for Experienced’, ‘Humanities and Social Sciences’, and ‘Patents and Intellectual Property Rights’. Aspirants can also opt for the completion certificate, e-verifiable and attainable, by clearing Swayam’s examination and assignments.

4 Weeks

Beginner

₹ Free

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Skills Covered:

Knowledge of law

Offered by

IIT Madras (IITM) via Swayam

Certificate

Fundamentals of electronic device fabrication

Fundamentals of electronic device fabrication certification is a 4 weeks course that is 100% online, conducted on the platform of Swayam. The design, and thought behind this course are by NPTEL and IIT Madras. The semiconductor industry uses different practices of fabrication that are used there, and this course exactly helps in understanding those practices along with their future opportunities, and challenges.

Basically, the Fundamentals of electronic device fabrication training caters to the undergraduate, and postgraduate students who may belong to separate backgrounds of Chemical, Mechanical, Electrical, Materials Science, Metallurgy, Physics, and Chemistry. The certification course even provides an overview of the entire integrated circuit fabrication that uses the different practices and challenges for continuing to satisfy the law of Moore.

4 Weeks

₹ Free

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Skills Covered:

Knowledge of electronics

Offered by

IIT Madras (IITM) via Swayam

Certificate

Welding of Advanced High Strength Steels for Automotive Applications

Welding of Advanced High Strength Steels for Automotive Applications certification is a 4 weeks small course that is developed under the joint association of NPTEL and IIT Madras, and they have chosen Swayam as their partner for providing the course. With this certification course, candidates will understand where the advanced high strength steel or AHSS is used, and why its use is increasingly rising in the automotive industry. The reasons identified will be enhanced strength-ductility, and crash energy management that will cause the building of safer, and greener vehicles.

Welding of Advanced High Strength Steels for Automotive Applications training will be ultimately responsible for teaching the weldability of AHSS. The certificate in this course is unique as it has the entire break up of marks that will be secured in the examination, and the assignments by the applicants. It will also be useful for seeking support from automotive manufacturers. Another important aspect is that learning up the content is free but the certificate is not.

4 Weeks

₹ Free

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Skills Covered:

Knowledge of engineering

Offered by

IIT Madras (IITM) , IIT Kanpur via Swayam

Certificate

Elementary Stereology for Quantitative Metallography

Elementary Stereology for Quantitative Metallography certification is a 4 weeks programme that is conducted by NPTEL and IIT Madras on Swayam’s provider platform. This elective course’s category is Materials Characterization, Metallurgy, and Material science & Mining Engineering which is ideal for students of both undergraduate and postgraduate levels of study.

Quantitative metallography or stereology is nothing but the measurements of certain features like grain size, and second phase spatial distribution catering to observations conducted on 2-D sections. So basically stereology is connected with geometric probability where a small sample size of the material is kept under observation for deriving the microstructural characteristic related to the bulk of that particular material. Elementary Stereology for Quantitative Metallography training gives information on all the above topics. Getting study materials for this course is free, but obtaining certificates are chargeable, and based on students attending proctored exams.

4 Weeks

₹ Free

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Skills Covered:

Knowledge of engineering

Offered by

IIT Madras (IITM) via Swayam

Certificate

Managing Intellectual Property in Universities

The ‘Managing Intellectual Property in Universities’ online certification course is focused on delivering insights on the features involved and the importance of establishing an intellectual property center in universities and colleges to increase the ranking and enhance the innovation ecosystem in educational institutions. This free training program is provided by Swayam online portal in collaboration with the National Program for Technology Enhanced Learning(NPTEL).

The participants of this course are guided by the program instructor, Dr. Feroz Ali who teaches Intellectual Property Rights(IPR) at the Indian Institute of Technology Madras. The classes are conducted online through videos, lectures, online resources, and other evaluation techniques. The students of this course will gain both theoretical and practical experience with the hands-on training during the program which enables students to get practical experience with forming and managing an IP center.

The ‘Managing Intellectual Property in Universities’ certification course helps students to receive the course certificate and credit points after completing the course which is done within four weeks in this elective program.

4 Weeks

₹ Free

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Skills Covered:

Knowledge of law Entrepreneurial skills Legal Knowledge Financial knowledge

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