1258 Courses and Certifications

List of Online Courses and Certifications

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Skills
Certificate

Deep learning

Over the past few years, Deep Learning has received a lot of attention due to its wide-ranging applications in data analytics, natural language processing, and computer vision. Many professionals who are well versed in deep learning technologies have been employed by leading companies like Google, IBM, Facebook, Microsoft, and Twitter. In this Deep learning – IIT Ropar online training, you will get familiar with the building blocks of deep learning algorithms and solutions.

The Deep Learning – IIT Ropar course syllabus places a particular emphasis on neural network topics like attention mechanisms, convolutional neural networks, feed-forward neural networks, and recurrent neural networks. Various deep learning optimisation algorithms such as Nesterov Accelerated Gradient Descent, Gradient descent, Adam, AdaGrad, and RMSProp are also covered. Learning these algorithms and methods will help effectively train deep neural networks.

After completing all the lectures and assignments of the Deep Learning – IIT Ropar programme, you’ll have a robust grasp of deep learning architectures, which you can employ to carry out various computer vision and Natural Language Processing tasks. You can also test your understanding by applying for the final proctored exam. Passing this test will also grant you a certificate by Swayam, which can be used to display your skills and get lucrative jobs.

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12 Weeks
Free
Skills Covered:
Knowledge of deep learning
Deep Learning - 1

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Certificate

Deep Learning

The availability of massive amounts of image and video data on the internet has made data interpretation and analysis a challenging affair. However, deep learning has proved to be an excellent solution to such a mammoth task. Moreover, deep learning is not only applicable to data analysis but also computer vision and natural language processing tasks. This Deep Learning - IITKGP course will help you get familiar with the concept and its applications.

The Deep Learning - IITKGP course syllabus starts with traditional machine learning methods like multilayer perceptron and Bayesian classification. Towards the end, the course will discuss modern deep learning approaches like autoencoders and convolutional neural networks. After completion, you will have the knowledge and confidence to take on challenging, real-world problems related to data analysis and automation.

By opting for the Deep Learning - IITKGP certification course, you also get industry support from Adobe, TCS, Google, and DRDO. Moreover, the course’s scheduled nature also provides you with enough motivation to study the modules and complete the course. After every module, you can find challenging assignments, which help you gauge your understanding.

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12 Weeks
Free
Skills Covered:
Knowledge of deep learning
Six Sigma

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Certificate

Six Sigma

The Six Sigma online course focuses on the operational and strategic issues observed in process development. Students will understand Six-sigma as a measure of quality that enables them to achieve perfection through disciplined and data-driven approaches in eliminating defects. The process proves beneficial in almost all the procedures involved in transactional, manufacturing, and services. 

Spread over twelve weeks, the Six Sigma training throws light on the systematic approach of Define, Measure, Analyse, Improve, and Control (DMAIC) for improving processes. This online course will provide students with a detailed understanding of different issues concerning each phase of DMAIC. This training also includes real-time industry examples, cases, and MINITAB software applications to offer learners practical knowledge. 

IIT Kharagpur has specifically designed the Six Sigma certification syllabus to align with the current industry standards. Thus, the course can equally satisfy both university students' and industry-experienced professionals’ needs. Students can also obtain accreditation for this AICTE approved FDP curriculum, built for postgraduate/undergraduate learners.

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12 Weeks
Free
Skills Covered:
Project management
Concepts of Thermodynamics

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Certificate

Concepts of Thermodynamics

Thermodynamics today has emerged practically as one of the most important branches of physics as it deals with the conversion of energy into heat and is the solution to various engineering problems. It was originally introduced during the 19th century when the  Industrial Revolution was at its peak, and today we can detect thermodynamics in engines, generating electricity, riding a bike, and even moving an aeroplane. 

Not just these, Thermodynamics today is part of major industries like iron and steel, power generation, food processing, air conditioning, refrigerators. Swayam Concepts of Thermodynamics Certification Course is designed to make learners understand the concept of how heat and work interact for various systems. 

It contains audio-visual themed material through which students can thoroughly understand the concepts of thermodynamics. This also comes with practice tests so students can keep track of their progress. 

The best part of this course is the online forum created where students can clear their doubts from the top-notch faculty members. The course is intended for b.tech undergraduates and teachers of undergraduate thermodynamics. 

This is an undergraduate level mechanical engineering course. This course is made to make sure students learn and also get the best possible practical knowledge to understand the concepts and application of thermodynamics.

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12 Weeks
Free
Skills Covered:
Knowledge of physics
Thermodynamics for Biological Systems Classical and Statistical Aspect

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Certificate

Thermodynamics for Biological Systems: Classical and Statistical Aspect

Thermodynamics for Biological Systems: Classical and Statistical Aspect certification course offers the aspirants firm learning on the different relevant principles of thermodynamics. The different principles, properties, and differences in this thermodynamics have been illustrated with relevant examples.

The topics have been jotted down keeping in view of all the latest demands and topics under this field. The candidates can enjoy the learning any time during the course, as they will be able to access the materials throughout the time when they have taken the course and understood it well.

The Thermodynamics for Biological Systems: Classical and Statistical Aspect certification syllabus will help candidates learn all the terminologies in a simpler way. The industry exposure for the students has been given the utmost importance by the experts. Modules have been designed with proper time break so that the candidates have enough time to have their hands on the different learning attributes.

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12 Weeks
Free
Skills Covered:
Knowledge of physics
Training and Development

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Certificate

Training and Development

Training and Development Certification is very important to understand who the employees are, what an organization is, and the importance of training and development in the employee’s lifecycle in the organization.

Training and Development Classes lay a lot of emphasis on learning through training, development, and knowledge management is a must-do if companies want to gain a competitive advantage and employee expectations.

All students get a Training and Development Certification from the Indian Institute of Technology Kharagpur (IIT Kharagpur) under the Swayam Initiative by the Government of India. 

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12 Weeks
Free
Skills Covered:
Training skills
Quality Design and Control

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Certificate

Quality Design and Control

The Quality Design and Control online program aim to teach the fundamental concepts, ideas, and statistical techniques used in quality assurance. These methods are utilized for quality control and design for systems, processes, and products in an industrial environment. You will study statistical process control, acceptance sampling, design for reliability, quality improvement through the Taguchi Method, and more.

Throughout the Quality Design and Control course duration, you will explore methods including process capability analysis, robust designing, quality management, and control, etc. employed in service and manufacturing organizations. This 12-week-long online training is an AICTE-approved Faculty Development Programme (FDP).

The Quality Design and Control certification course is a joint effort for undergraduate/postgraduate studying by Swayam and the Indian Institute of Technology, Kharagpur. It also features vast industry support from IT companies, Tata Steel, L&T, Tata Motors, and similar entities. Furthermore, you can get a course completion e-certificate after fulfilling the eligibility criteria.

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12 Weeks
Free
Skills Covered:
Quality control
Farm Machinery

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Certificate

Farm Machinery

Candidates can find the Farm Machinery course on the Swayam website. Swayam was envisioned by the Indian Ministry of Human Resource Development of the government of India to make access to education possible for all economic strata of society. 

Swayam does not charge any course fee and the courses are created by researchers and scholars from India’s topmost institutes. But candidates who would like to get a certificate from Swayam need to pay an exam fee to be eligible for the end-term proctored exam, which is a compulsory requirement for getting Swayam certified.

The Farm Machinery course by Swayam is designed for people involved with agricultural engineering. They learn about the components and structure of basic modern horticultural equipment along with the basic principles of modern technology like sensors, embedded systems, image processing, and microcontrollers. 

The course contents consist of basic principles and the correct utilization of modern techniques. Custom hiring, use of machines, and small farm mechanization techniques are also discussed in detail with real-life examples.

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12 Weeks
Free
Skills Covered:
Knowledge of engineering
Irrigation and Drainage

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Certificate

Irrigation and Drainage

SWAYAM is a platform offering interactive courses, prepared by the finest teachers in India. It is a Government initiative which aims to avail the best teaching resources to all, including the disadvantaged.

The course of IRRIGATION and DRAINAGE created under the NPTEL (National Programme on Technology Enhanced Learning) for Engineering by SWAYAM focuses on enriching the learning experience of students by using interactive teaching methods.  This is one of the prime courses of the Agricultural Engineering program recommended for graduate and undergraduate students.

This course designed by remarkable teaching faculty focuses on various topics of soil- water-plant-atmosphere relationship, management of salt affected soils, crop water requirement, management of salt affected soils, irrigation water conveyance, measurement of irrigation water, drainage of agricultural lands, irrigation systems design and their performance evaluation, performance evaluation of drainage systems. It involves class tests, problem solving questions, quizzes and assignments.

An e-certificate having the logos of NPTEL and IIT Kharagpur will be made available after successful completion of this course, which will be valid in all irrigation based companies.

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12 Weeks
Free
Skills Covered:
Civil Engineering skills
Plant Design and Economics

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Certificate

Plant Design and Economics

The Certificate Programme in Plant Design and Economics by Swayam is intended for the students of chemical engineering, environmental engineering, chemical technology and biochemical engineering. The course in detail deals with (a) basic economic analysis of chemical plants and (b) the technologies used in the design of chemical processes.

Certificate Programme in Plant Design and Economics by Swayam will cover the basic concepts in plant design and chemical engineering. Upon completion of the Certificate Programme in Plant Design and Economics by Swayam candidates will learn to appreciate the significance of safety and design operation.

After completing the course in Certificate Programme in Plant Design and Economics by Swayam he/she will develop a deep understanding of the chemical process and will be able to perform a complete economic analysis of the plant. The main target of the course is to make students aware of the safety features and importance to chemical engineering.

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12 Weeks
Free
Skills Covered:
Knowledge of engineering
Leadership for India Inc Practical Concepts and Constructs

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Certificate

Leadership for India Inc: Practical Concepts and Constructs

The Leadership for India Inc: Practical Concepts and Constructs program is a 12-week core curriculum that helps candidates gain a comprehensive understanding of management and leadership varying domains, blending real-world practice and theory distinctively. Through an extensive learning structure, the course explains leadership’s significance in business and industrial growth, its real-life case studies, theory’s practical applications, etc., all through a multi-disciplinary approach.

The Leadership for India Inc: Practical Concepts and Constructs certification syllabus encompasses 12 modules, each covering vital topics like leadership theories, how it’s used for sustainable growth, processes, functional models, structures, philosophies, competency leadership, and more. Through all this, the course paves the way for aspirants to build necessary skills for achieving leadership positions in organizations. 

What’s more, the Leadership for India Inc: Practical Concepts and Constructs training features IIT Madras’s Professor, C Bhaktavatsala Rao, whose multi-decade business and industrial expertise spans various industries. Thus, course-takers get the opportunity to learn from this field’s veteran and opt for a program certificate to showcase their verified knowledge in leadership concepts and skills.

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12 Weeks
Free
Skills Covered:
Leadership
Principles of Management

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Certificate

Principles of Management

The Principles of Management online training aims to offer its students an overview of the management process, related concepts, and how management has evolved over the years. The course covers strategic management, decision-making, forecasting, and premising, including a few other critical concepts related to management. The instructor will talk about the different skills and functions required to be an efficient manager in the contemporary business environment. 

IIT Roorkee has curated the Principles of Management certification syllabus, taught by Professor Usha Lenka, a subject-matter expert in this domain. It is a core curriculum designed for both undergraduate and postgraduate students. Spanning 12 weeks, the program falls under the categories ‘Minor in management’ and ‘Management studies’. 

The Principles of Management course by Swayam is an FDP training, approved by AICTE. Promising an immersive educational experience, it provides video tutorials and internal assessments that are to be taken online. The candidates can also acquire an e-certificate if they take the end-term examination and fulfill all the required eligibility criteria.

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12 Weeks
Free
Skills Covered:
Business Management
Qualitative Research Methods and Research Writing

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Certificate

Qualitative Research Methods and Research Writing

The Qualitative Research Methods and Research Writing certification course is developed to provide you with basic qualitative research knowledge. It is a 12-week-long programme brought to you by the Indian Institute of Technology, Kharagpur. The course explains how qualitative research plays a key role in understanding our society’s ever-changing character.

The Qualitative Research Methods and Research Writing online course by SWAYAM teaches various concepts, methods, design techniques, research writing, referencing, etc. related to the field of qualitative research. You will learn how qualitative research methods can be utilised to investigate the ambiguous areas outside the scope of quantitative predictive research.

The Qualitative Research Methods and Research Writing programme also discuss techniques through which qualitative research complements quantitative research in social sciences and human behaviour. This online elective course also offers an e-certificate on the fulfilment of specific eligibility criteria. Moreover, it is an AICTE approved Faculty Development Programme (FDP).

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12 Weeks
Free
Skills Covered:
Research skills
Business Statistics

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Certificate

Business Statistics

The Business Statistics certification course introduces the students to business statistics and its application. The course is a free online program. It is offered by the platform of Swayam in association with the Indian Institute of Technology, Roorkee. Students will also be able to get a verified e-certificate for the course if they follow the given procedure. Although the proctored exam of the course demands an amount to be paid, students can still access the Business Statistics training for free without any payment. 

Students who decide to learn through this course will get to know detailed information from topics such as data collection, probability, sample distributions, etc. Students can complete the course as per their wish, however, the estimated time taken for this course is 12 weeks. The Business Statistics online course contains quizzes, assignments, and tasks to get a better understanding of the course. The students will be given one assignment every week to understand every topic properly. 

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12 Weeks
Free
Skills Covered:
Statistical skills
Ethical Hacking

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Certificate

Ethical Hacking

The Ethical Hacking certification course is a 12 weeks program that is completely online and is taught by IIT Kharagpur professor Indranil Sengupta. The online platform of Swayam is used for offering the teachings of this ethical hacking course. Ethical hacking is a subject that is very important in these recent years. Thus learning this course has become very essential for both individuals, and organizations who want to work toward the information technology infrastructure. 

The Ethical Hacking training is ideal for students who belong to a background in IT, Communication, Computer Science, Engineering in more. This ethical hacking course is ideal to help the organization prevent vulnerabilities in a system, application, or infrastructure that an attacker can use for exploitation. The online ethical course will help in preventing security breaches.

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12 Weeks
Free
Skills Covered:
Ethical hacking
Foundations of Computational Materials Modelling

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Certificate

Foundations of Computational Materials Modelling

The Foundations of Computational Materials Modelling certification course is a 12-week duration programme. The certification course offers an extensive curriculum that covers the foundations for building computational samples of crystals and introduces statistical mechanics and its connection to molecular dynamics. The intended audience for this course is all Engineering students.  

The students must have a basic Materials Science Course at the undergraduate level, MATLAB programming, and familiarity with LINUX to join the Foundations of Computational Materials Modelling certification by NPTEL. The students will gain a deep understanding of Molecular dynamics using LAMMPS, the construction of 2D and 3D crystals in MATLAB and statistical mechanics.

Also Read: Computational Fluid Dynamics Certificate Courses

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12 Weeks
Trauma and Literature

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Certificate

Trauma and Literature

The Trauma and Literature certification course is a 12-week duration programme. The prerequisite for this certification course is a BA in English Literature or Cultural Studies. This certification covers a comprehensive curriculum that includes emergent critical theories in the field of trauma studies and memory studies, Toba Tek Singh, Cold Meat, and The Other Side of Silence.

The Trauma and Literature certification by NPTEL provides in-depth knowledge of the possibilities that generate alternate histories through the retelling of events. The students will also explore the cultural and psychological impact of trauma in literature and society. The course will select texts from different literary periods, genres and traditions for a detailed study. 

Also Read: Online Literature Courses & Certifications

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12 Weeks
Twentieth Century American Drama

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Certificate

Twentieth Century American Drama

The Twentieth Century American Drama certification course is a 12-week duration programme. The certification course is designed for any individual who is interested in learning American Drama. There are no prerequisites for this course. The certification covers a comprehensive curriculum that includes The Emperor Jones by Eugene O’Neill. 

The Twentieth Century American Drama certification by NPTEL provides the students with in-depth knowledge of the genre's foundation and the period. They will also learn about the dominant trends, themes, and critical concerns in twentieth-century American drama with the help of industry experts in the field.     

Also Read: Online History Courses & Certifications

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12 Weeks
Strength and Conditioning for the Indian Population

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Certificate

Strength and Conditioning for the Indian Population

The Strength & Conditioning for the Indian Population certification course is a 12-week duration programme. The prerequisite for this course is the students must complete their high school education (10th pass) or its equivalent. The students are required to have a sufficient level of English proficiency. 

The certification course offers an extensive curriculum that covers the strength and conditioning concepts and applications for the Indian population. The Strength & Conditioning for the Indian Population certification by NPTEL provides an in-depth understanding of elements that will help in making the physical well-being and athletic prowess of individuals. 

   Also Read: Online Health Care Management Courses & Certifications

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12 Weeks
Indian Fiction in English

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Certificate

Indian Fiction in English

The Indian Fiction in English certification course duration is 12 weeks. This course offers a comprehensive curriculum that covers the introduction, background, and literary history, the genealogy of Indian novels, and Gandhi's Novels. The intended audience for this course is M.E/M.Tech, M.S, M.Sc, and PhD.       

This certification course aims to expose the students to various topics such as questions of nation, secularism, caste, gender, region, and identity inherent in the writings. The Indian Fiction in English certification by NPTEL provides the students with in-depth knowledge of literary histories and anthologies from the 1960s onwards and to read and analyse the selected novels.

Also Read: English Certificate Courses

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12 Weeks
Entrepreneurship

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Certificate

Entrepreneurship

The Entrepreneurship certification course is a 12-week duration programme. This certification course prerequisite is the students must be preferably in the Third or Fourth Year of Undergraduation. The certification course offers an extensive curriculum that covers the entrepreneurial journey, disruption as a success driver discovery, ideation and prototyping, testing, validation, and commercialisation. 

The Entrepreneurship certification by NPTEL provides multiple constructs for entrepreneurs and methods to develop and achieve success in the business. The certification course's intended audience is fresh graduating UG and PG students, including MBA students, and employed professionals who are looking to set up their enterprises, entrepreneurs and start-up founders seeking additional perspectives. 

Also Read: Online Entrepreneurship Courses & Certifications

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12 Weeks
Skills Covered:
Entrepreneurial skills
Fundamentals of Gas Dynamics

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Certificate

Fundamentals of Gas Dynamics

The Fundamentals of Gas Dynamics certification course duration is 12 weeks and the prerequisite for this course is basic knowledge of thermodynamics and fluid mechanics. The certification course offers a comprehensive curriculum that includes an introduction to compressible flow and its constitutive equations, fluids, control volume analysis, oblique shocks, Theta-Beta-M relation, and shock polar curves. 

The students gain in-depth knowledge of various topics such as expansion fans, Prandtl-Meyer flow, and energy equations converging nozzle. The Fundamentals of Gas Dynamics certification by NPTEL provides students with the required skills and knowledge to excel in the field.

Also Read: Online Mechanical Engineering Courses & Certifications

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12 Weeks
Engineering Thermodynamics

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Certificate

Engineering Thermodynamics

The Engineering Thermodynamics certification course is a 12-week duration programme. It is the first-level thermodynamics course designed for undergraduate students from the ME, CH, AE, and MM departments. This certification course will be beneficial for the students preparing for competitive exams such as GATE.

The Engineering Thermodynamics certification by NPTEL aims to provide a deep understanding of concepts and laws of energy conversion which deals with heat and work interactions. The certification course offers a comprehensive curriculum that covers basic concepts, tutorials for work and heat, and the first law of thermodynamics for systems, pure substances, and thermodynamic cycles. 

Also Read: Online Thermodynamics Courses & Certifications

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12 Weeks
Business Development From Start to Scale

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Certificate

Business Development: From Start to Scale

The Business Development: From Start to Scale certification course is a 12-week duration programme. The certification course equips the students with various concepts and frameworks for the establishment and development of business. The prerequisite for this course is graduation from any discipline and there is no requirement to pursue any specialised course to opt for this course.  

This certification course covers a comprehensive curriculum that covers the foundational and advanced constructs of business development through 60 lectures, multiple practical examples and case studies. The Business Development: From Start to Scale certification by NPTEL is beneficial for students, working professionals, startups, entrepreneurial firms, and small, medium, and large companies to enhance their growth.    

Also Read: Online Business Administration Courses & Certifications

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12 Weeks
Free
Applied Econometrics

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Certificate

Applied Econometrics

The Applied Econometrics certification course is a 12-week duration programme. The certification course covers an extensive curriculum that covers instrumental variable (IV) estimation and two-stage least squares, simultaneous equations models, and others. The prerequisite for this course is the students must know inferential statistics and basic econometrics. 

This certification course can be pursued by anyone interested in data analysis. The Applied Econometrics certification by NPTEL is supported by banking, analytics, audit firms, and other industries. With the leading experts in the field, the students will gain hands-on training experience in data analysis and can apply it in real-world situations.   

Also Read: Online Economics Courses & Certifications

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12 Weeks
Skills Covered:
Knowledge of Econometrics Knowledge of Economics
Micro and Nano Scale Energy Transport

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Certificate

Micro and Nano Scale Energy Transport

The Micro and Nano Scale Energy Transport certification course offers 12 weeks or 30 hours of extensive learning. The certification course offers a comprehensive curriculum that covers the fundamentals of Micro and Nanoscale transport in different fields of interest such as thermal dissipation from electronic devices, and Micro electro mechanical systems and sensors (MEMS). 

This certification course is specially designed for students with a background in Mechanical, Aerospace, Electrical Engineering and Physical Sciences. The Micro and Nano Scale Energy Transport certification by NPTEL prerequisite is Undergraduate thermodynamics, fluid mechanics and heat transfer. This course gets industry support from various companies dealing with nanotechnology such as Intel, and IBM.

Also Read: Online Electrical Engineering Courses & Certifications

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12 Weeks
Electron Diffraction and Imaging

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Certificate

Electron Diffraction and Imaging

The Electron Diffraction and Imaging certification course is a 12-week duration programme. The certification course prerequisite is knowledge of basic optics and physics. This course offers an extensive curriculum that covers electron diffraction and imaging aspects such as symmetry in crystals, reciprocal space and electron microscope, different types of projections, and fundamentals of diffraction. 

The students will also explore the contrast theory (kinematical and dynamical theory) and phase contrast microscopy after completing the Electron Diffraction and Imaging certification by NPTEL. They will also learn the basics of electron crystallography, computation of intensity of diffraction pattern, and a brief introduction to recent techniques in electron microscopy.

Also Read: Free Mechanical Engineering Courses & Certifications

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12 Weeks
Acoustic and Noise Control

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Certificate

Acoustic and Noise Control

The Acoustic and Noise Control certification course is a 12-week duration programme. The certification course offers a comprehensive curriculum that includes sound, acoustics, noise pollution, steady state, DB Arithmetic, and acoustic measurements. The certification course focuses on introducing the human factors that influence the perception of sound. 

The students will gain in-depth knowledge of the foundations and concepts of acoustic wave propagation and duct acoustics after completing the Acoustic and Noise Control certification by NPTEL. They will also learn the octave band frequency analysis, intermittent noise and noise rating. Students will be able to apply the principles and techniques with the help of leading industry experts.

Also Read: Free Mechanical Engineering Courses & Certifications

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12 Weeks
Skills Covered:
Knowledge of sound
Foundations of Accounting and Finance

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Certificate

Foundations of Accounting & Finance

The Foundations of Accounting & Finance certification course is a 12-week duration programme. The certification course covers an extensive curriculum that covers the conceptual basis of financial accounting, financial statements, financial statement analysis, basis of cost accounting, and cost-volume-profit analysis. This certification course can be taken by anyone who wants to gain knowledge in Accounting and Finance. 

The Foundations of Accounting & Finance certification by NPTEL provides students with the required skills and knowledge of finance and accounting. With the help of industrial experts students will be able to apply the learned concepts in real-world scenarios. The students will gain a deep understanding of the foundation of accounting and finance.  

Also Read: Online Financial Accounting Courses & Certifications

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12 Weeks
Defects in Materials

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Certificate

Defects in Materials

The Defects in Materials certification course is a 12-week duration programme. The certification course aims to provide a brief introduction to the various types of defects and how their interaction can used to control the properties. The certification course covers a comprehensive curriculum that covers a brief introduction to perfect crystals, defect classification in crystalline systems, and defect interaction. 

Students will learn the role of defects in controlling, and introduction to techniques for characterization of defects. The Defects in Materials certification by NPTEL equips students with the necessary skills and knowledge of the industry. They will also gain in-depth knowledge of the role of dislocations in static and dynamic strain ageing, the strength of alloys, deformation of poly-crystals and fracture.

Also Read: Online Metallurgical And Materials Engineering Courses & Certifications

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12 Weeks

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