332 Courses and Certifications

List of Online Courses and Certifications

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Natural Language Processing

Offered by

Certificate

Natural Language Processing

The Natural Language Processing is an online course offered by the National Programme on Technology Enhanced Learning (NPTEL)-Swayam, which is an educational initiative of MHRD in association with seven IITs and the IISc, Bangalore to provide quality education to anyone interested to earn a certification form these reputed institutes. 

The Natural Language Processing Certification helps the participants to build a thorough understanding of natural language processing (NLP) which is very crucial for many analytics tasks that involve text content and text processing and became very common thanks to the arrival of social media. 

The Natural Language Processing Certification by NPTEL-Swayam helps the candidates to delve into the foundation and basic concepts of NLP along with hands-on sessions to make them capable of dealing with a problem and building applications on their own. The learners will study language modelling and applications of text mining such as text summarization, text classification, sentiment analysis, opinion mining, etc. 

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12 Weeks
Free
Skills Covered:
Natural Language Processing
Machine Learning for Soil and Crop Management

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Certificate

Machine Learning for Soil and Crop Management

Developed by the IIT, Kharagpur faculty, the Machine Learning For Soil And Programme Offerings Tags: Management certification is a 12 weeks online course. The course is an AICTE approved one that can be found for studying on the Swayam website. This undergraduate-level course is taught by a professor of IIT, Kharagpur named Somsubhra Chakraborty. The course has been developed to learn new eco-friendly ways to replace the traditional ways of enhancing crop productivity.

The Machine Learning For Soil And Programme Offerings Tags: Management is designed to cover the separate applications of deep learning, and machine learning for better management of soil, and crops. Ideal for even undergraduate students, this course can allow the learning to be applied by these students for the development of portable sensors that can be developed based on an integrated management system of soil, and crops. Though an electronic mode of certification is offered, the exam conducted is proctored.

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12 Weeks
Free
Skills Covered:
Machine learning
Human Factors Engineering

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Certificate

Human Factors Engineering

The Human Factors Engineering certification course is a deep dive into the fundamental concepts and critical issues of ergonomics. Aimed at students in disciplines like Industrial Engineering and Management, the 12-week program covers topics ranging from anthropometric principles to the design of manual material handling tools. 

With a focus on worksystem performance and product design improvement, the Human Factors Engineering certification by Swayam  provides a comprehensive understanding of the tools and techniques used in human engineering. Industry support from organisations like Tata Steel and L&T further enhances the course's practical relevance.

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12 Weeks
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Human Resource Development

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Certificate

Human Resource Development

The Human Resource Development certification course, tailored for MBA and MBA(HR) students, focuses on moulding adept HRD practitioners and managers. Emphasising the crucial role of HRD in organisational success, it covers the spectrum from identifying learning needs to designing and implementing impactful interventions.

The Human Resource Development certification by Swayam covers topics such as coaching, mentoring, competency mapping, career planning, and ethical considerations, offering a holistic understanding of HRD's significance in creating learning organisations. Industry-wide applicability makes it an invaluable asset for all companies seeking to enhance their HR practices.

Also Read: Online Human Resource Management Certification Courses

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12 Weeks
Free
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Integrated Waste Management for a Smart City

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Certificate

Integrated Waste Management for a Smart City

The Integrated Waste Management for a Smart City certification course explores critical aspects of waste handling within the context of Smart Cities. Covering Municipal Solid Waste, Construction and Demolition Waste, and Electronic Waste Management, it addresses waste generation, recycling, and environmental impact. 

The Integrated Waste Management for a Smart City certification by Swayam links waste management challenges to key Indian government initiatives, making it relevant for professionals, regulators, and policymakers. Industry support from Larsen and Toubro, Tata Group, Ramky Group, and IF&LS Environment enhances its practical application and industry relevance.

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12 Weeks
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Advanced Aquaculture Technology

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Certificate

Advanced Aquaculture Technology

12 Weeks
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Introduction to Algorithms and Analysis

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Certificate

Introduction to Algorithms and Analysis

The Introduction To Algorithms And Analysis certification course offers a thorough introduction to mathematical modelling for computational problems. The course covers fundamental algorithms, algorithmic paradigms, and data structures, emphasising the practical relationship between algorithms and programming. 

Geared towards both undergraduate and postgraduate students, the Introduction To Algorithms And Analysis certification by Swayam enjoys industry support, making it pertinent for IT companies and ensuring its alignment with real-world applications. Participants gain a solid foundation in algorithmic problem-solving, equipped with essential performance measures and analysis techniques.

Also Read: Online Algorithms Certification Courses

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12 Weeks
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Advanced Calculus for Engineers

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Certificate

Advanced Calculus for Engineers

12 Weeks
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Introduction to Language and Linguistics

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Certificate

Introduction to Language and Linguistics

The Introduction to Language and Linguistics certification course caters to B.Tech and master's students interested in linguistics, as well as PhD scholars seeking a fundamental grasp of the subject. Delving into language and linguistic analysis, participants acquire skills in phonology, morphology, IPA transcription, syntax tree creation, and parsing. 

The Introduction to Language and Linguistics certification by Swayam covers significant topics such as language scripts, linguistic areas, and dialects, making it a well-rounded exploration of linguistics. With industry backing from computational linguistics giants like Google and Microsoft, the course ensures practical relevance for those venturing into technology-driven linguistic applications.

Also Read: Online Linguistics Certification Courses

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12 Weeks
Free
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Aeroengine Gas Turbine Cycles

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Certificate

Aeroengine Gas Turbine Cycles

12 Weeks
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Introduction to Multimodal Urban Transportation Systems

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Certificate

Introduction to Multimodal Urban Transportation Systems

The Introduction to Multimodal Urban Transportation Systems (MUTS) certification course delves into the multifaceted realm of sustainable transportation. It covers crucial aspects like identifying sustainability principles, introducing Travel Demand Management, disseminating techniques for urban public transit, exploring non-motorized urban transport, and showcasing applications of Intelligent Transportation Systems. 

Tailored for undergraduates and postgraduates in Civil Engineering and Urban Planning, the Introduction to Multimodal Urban Transportation Systems (MUTS) certification by Swayam garners industry support from entities like Urban Local Bodies, Transport Network Companies, and public transportation operators, ensuring its real-world relevance and impact.

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12 Weeks
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Introductory Course in Real Analysis

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Certificate

Introductory Course in Real Analysis

The Introductory Course In Real Analysis certification is a foundational program crucial for pure and applied Mathematics and Statistics, serving as a cornerstone in science and engineering. Tailored for undergraduate and postgraduate students, the 12-week curriculum strikes a balance between basic concepts and advanced theory, incorporating real-world examples.

The Introductory Course In Real Analysis certification by Swayam offers application-oriented problems to enhance practical understanding. With widespread support from universities, engineering colleges, IITs, and IISER, the course offers a comprehensive overview, ensuring students develop a robust understanding of Real Analysis for diverse applications in their academic and professional pursuits.

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12 Weeks
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Computational Neuroscience

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Certificate

Computational Neuroscience

The Computational Neuroscience certification course explores fundamental queries on learning, memory, and decision-making by quantifying neuronal activity and modeling spiking. Students delve into how neurons represent information and its practical applications, culminating in computational models elucidating plasticity's role in learning, memory, and cognition.

Catering to Neural/Cognitive Sciences and AI enthusiasts, the Computational Neuroscience certification by Swayam offers a deep dive into Biological Sciences and Computational Biology. Emphasizing the industry's AI support, it equips students with insights into neural computation's real-world implications, preparing them for multifaceted challenges in understanding brain mechanisms and AI advancements.

Also Read: Online Neural Networks Certification Courses

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12 Weeks
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MATLAB Based Programming Lab in Chemical Engineering

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Certificate

MATLAB Based Programming Lab in Chemical Engineering

The MATLAB-Based Programming Lab In Chemical Engineering certification course is a 12-week computer lab experience for undergraduate chemical engineering students, emphasizing practical problem-solving using MATLAB. It aims to enhance programming skills and teach students how to che problems, implement solutions, and effectively present results.

Targeting 3rd/4th-year undergraduates and faculty, the MATLAB-Based Programming Lab In Chemical Engineering certification by Swayam requires a background in fluid mechanics, reaction engineering, heat transfer, and mass transfer. It is considered a fundamental part of the curriculum, providing 3 credit points upon completion.

Also Read: Online Chemical Engineering Certification Courses

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12 Weeks
Free
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Data Structure and Algorithms Using Java

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Certificate

Data Structure And Algorithms Using Java

The Data Structure And Algorithms Using Java certification course delves into essential data structures and algorithms, employing Java as the primary programming language. The course equips students to handle intricate software demands in today's Information Technology realm. Prior programming experience in C/C++/Java and basic knowledge of data structures is required.

Focusing on platform-independent, secure, and adaptable software development, the Data Structure And Algorithms Using Java certification by Swayam bridges theory and practicality. Participants gain expertise in Java-based implementations of data structures and algorithms, catering to diverse IT industry needs. It is tailored to prepare undergraduates for industry challenges.

Also Read: Online Java Certification Courses

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12 Weeks
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Micro Irrigation Engineering

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Certificate

Micro Irrigation Engineering

The Micro Irrigation Engineering certification course tackles the critical challenges of water scarcity and inefficient water management in developing countries like India. Focusing on micro-irrigation, it delves into fluid mechanics, pump flow, filters, pipes, and water dispensing techniques. This course is tailored for graduate and postgraduate students in Agricultural and Civil Engineering, 

The Micro Irrigation Engineering certification by Swayam benefits Micro-Irrigation Industry professionals with support from leading industry players. The 12-week elective course covers the design, installation, and automation of micro-irrigation systems, offering a comprehensive understanding of sustainable water resource management in agriculture.

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12 Weeks
Free
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Digital Control in Switched Mode Power Converters and FPGA based Prototyping

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Certificate

Digital Control in Switched Mode Power Converters and FPGA based Prototyping

The Digital Control in Switched Mode Power Converters and FPGA-based Prototyping certification course pioneers Digital Control and FPGA-based Implementation for Switched Mode Power Converters. This course caters to power electronics industry practitioners. Covering benefits, simulation, modelling, Verilog HDL, and practical implementations, it offers insights into digital control's evolution and industry demands.

Industry giants like STMicroelectronics, Qualcomm, and Texas Instruments support the Digital Control in Switched Mode Power Converters and FPGA-based Prototyping certification by Swayam. It requires a background in Electrical/Electronics Engg., exploring diverse aspects of digital control, empowering students with skills pertinent to contemporary power electronics trends and fostering academic-industry collaborations.

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12 Weeks
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Digital Image Processing

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Certificate

Digital Image Processing

The Digital Image Processing certification course explores techniques and algorithms for enhancing digital images, addressing applications in human perception and autonomous machines. With a 12-week duration, the course is categorised as an elective, for both undergraduate and postgraduate levels. Industry support from defense labs like DRDO and ISRO highlights its practical relevance.

The Digital Image Processing certification by Swayam delves into enhancing image quality for human perception and applications in autonomous machines. It requires a foundation in Digital Signal Processing, making it suitable for both undergraduate and postgraduate levels. Industry support from DRDO, ISRO, and TCS underlines its practical significance.

Also Read: Online Digital Image And Video Processing Certification Courses

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12 Weeks
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Microfluidics and Nanofluidics

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Certificate

Microfluidics and Nanofluidics

The Microfluidics and Nanofluidics certification course caters to undergraduate/ postgraduate students and industry and medical professionals. With a 12-week duration, it offers a unique blend of theoretical and practical insights. Starting with real-world applications, it provides a comprehensive understanding, enabling individuals to address R&D challenges in microsystems, nanoengineering, and medical technology.

The Microfluidics And Nanofluidics certification by Swayam is open to B.Tech/M.Tech/MS/B.Sc./M.Sc./PhD students and medical professionals with a mathematical background. Upon completion, participants gain deep insights into Microfluidics and Nanofluidics, empowering them to tackle complex challenges at the intersection of applied sciences and technology.

Also Read: Online Medical Technology Courses

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12 Weeks
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Nanobiophotonics Touching Our Daily Life

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Certificate

Nanobiophotonics Touching Our Daily Life

Nanobiophotonics integrates biology, photonics, and nanotechnology to explore light's role in understanding and treating diseases. The Nanobiophotonics: Touching Our Daily Life certification course targets final-year UG/PG/PhD students, emphasising applications in chemistry, biology, and medicine. With prerequisites including basic optical physics knowledge, the course bridges theoretical and practical aspects.

The Nanobiophotonics: Touching Our Daily Life certification by Swayam provides valuable insights into emerging research. Supported by industry giants like Philips and Thermo Fisher, This certification course equips participants with skills relevant to Electrical Engineering, Electronics, Communications, and Photonics, earning them 3 postgraduate credit points upon completion.

Also Read: Online Nanotechnology Engineering Certification Courses

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12 Weeks
Free
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Energy Conservation and Waste Heat Recovery

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Certificate

Energy Conservation and Waste Heat Recovery

The Energy Conservation and Waste Heat Recovery certification course addresses the pressing issue of waste heat in industries, where a significant portion of energy input is lost. Intended for Engineering students, it delves into diverse waste heat recovery methods crucial for harnessing and repurposing this energy for additional electric power generation.

Covering theoretical concepts and practical industry insights, the Energy Conservation and Waste Heat Recovery certification by Swayam enlightens students on innovative techniques to recover wasted energy. Endorsed by major industry players, it equips undergraduates and postgraduates with indispensable expertise to contribute towards global energy efficiency and environmental sustainability.

Also Read: Online Energy Management Certification Courses

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12 Weeks
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Next Generation Sequencing Technologies Data Analysis and Applications

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Certificate

Next Generation Sequencing Technologies Data Analysis and Applications

The transformative 12-week Next Generation Sequencing Technologies: Data Analysis and Applications certification course explores the groundbreaking impact of NGS technologies on Bioscience, Biotechnology, and Medicine. Participants gain hands-on experience in analyzing genomic and transcriptomic data, focusing on single nucleotide polymorphisms (SNPs), indels, and the complexities of transcriptomic analysis. 

With industry support from genomics companies, the Next Generation Sequencing Technologies: Data Analysis and Applications certification by Swayam caters to students, faculty, and industry professionals, requiring a basic understanding of programming and statistics. Upon completion, participants receive 3 credit points, positioning them for success in the dynamic fields of genomics and computational biology.

Also Read: Online Data Analysis Certification Courses

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12 Weeks
Free
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Operating System Fundamentals

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Certificate

Operating System Fundamentals

The Operating System Fundamentals certification course provides a comprehensive exploration of computer software that manages hardware components. Aimed at undergraduates in Computer Science, IT, and related fields, it covers key aspects like process management, memory allocation, and security. The course has a duration of 12 weeks and industry support from software companies.

The Operating System Fundamentals certification by Swayam ensures a solid foundation for understanding and designing computer systems. The course covers crucial topics like process management and security and aligns with the GATE syllabus. Students gain practical insights into computer system design, ensuring readiness for both academic and professional challenges.

Also Read: Online Operating System Certification Courses

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12 Weeks
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Environmental Science

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Certificate

Environmental Science

The Environmental Science certification course delves into contemporary global environmental issues within the context of sustainable development. Tailored for science and engineering undergraduates, it employs a global perspective to explore the intricate and interconnected nature of environmental problems at various levels. This core course, offered by IIT Kharagpur, spans 12 weeks.

The Environmental Science certification by Swayam provides deep insights into these challenges. It encourages critical evaluation of holistic solutions, preparing students for impactful roles in addressing our present global environmental crises. Industry support from renowned companies and government agencies further enhances the course's relevance and practical applicability.

Also Read: Online Environmental Science Certification Courses

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12 Weeks
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Food Oils and Fats Chemistry and Technology

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Certificate

Food Oils and Fats: Chemistry and Technology

The Food Oils and Fats: Chemistry and Technology certification course explores the critical role of edible oils in nutrition, growth, and health. It covers fatty acid chemistry, triglycerides, and processing technologies. Tailored for students in diverse fields, it equips them for food industry, academia, and research, fostering innovation and preparation for competitive exams.

The Food Oils and Fats: Chemistry and Technology certification by Swayam bridges undergraduate and postgraduate studies in Agricultural and Food Engineering. It positions India's consumption patterns and economic significance in the global context, emphasising the varied sources, processing intricacies, and by-product utilisation in the edible oil and fat industry.

Also Read: Online Food Nutrition Certification Courses

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12 Weeks
Free
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Organic Chemistry in Biology and Drug Development

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Certificate

Organic Chemistry in Biology and Drug Development

The Organic Chemistry in Biology and Drug Development certification course explores the intricate interplay between chemistry and the biosphere, emphasizing the challenge of mimicking biological processes precisely. It covers diverse biomolecules, their structures, and functions, progressing to molecular engineering for manipulating their activities. 

The final module of the Organic Chemistry in Biology and Drug Development certification by Swayam focuses on drug design and discovery. It provides a holistic understanding for postgraduate students in various fields, with a prerequisite of Basic Organic Chemistry. This course contributes to advancements in drug development through a molecular and functional lens.

Also Read: Online Chemistry Certification Courses

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12 Weeks
Free
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Overview and Integration of Cellular Metabolism

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Certificate

Overview and Integration of Cellular Metabolism

The Overview And Integration Of Cellular Metabolism certification course intricately explores the cellular dance of millions of chemical reactions constituting metabolism within the human body. Covering vital processes such as intake, breakdown, and formation of biomolecules, it offers clinical insights into major metabolic pathways and associated diseases. 

Designed for diverse learners, the 12-week Overview And Integration Of Cellular Metabolism certification by Swayam requires a basic understanding of Chemistry and Biology, providing 3 credit points for both undergraduate and postgraduate students. With relevance to healthcare, biotechnology, and biosciences, it equips participants for various professional paths in these industries.

Also Read: Online Biotechnology Certification Courses

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12 Weeks
Free
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Fracture Fatigue and Failure of Materials

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Certificate

Fracture, Fatigue and Failure of Materials

The Fracture, Fatigue and Failure of Materials certification course delves into the intricacies of material mechanics, emphasising fracture mechanics and fatigue characteristics. Covering both linear-elastic and elastic-plastic fracture mechanisms, it explores the initiation and propagation of fatigue cracks, highlighting the role of microstructure and environment.

Geared towards final year undergraduates, postgraduates, and PhD scholars in fields like Materials Engineering, the Fracture, Fatigue and Failure of Materials certification by Swayam equips participants with cutting-edge knowledge for effective failure analysis and prevention. Prerequisites include introductory courses in Materials Science and Engineering, making it accessible to a broad audience.

Also Read: Online Materials Science And Technology Certification Courses

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12 Weeks
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Fundamentals of Composite and Cellular Materials

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Certificate

Fundamentals of Composite and Cellular Materials

The Fundamentals of Composite and Cellular Materials certification course focuses on imparting a comprehensive understanding of fabricating composites and cellular materials, emphasizing the intricate relationship between structure and properties. It covers materials selection, processing techniques for various composites, and microstructural factors affecting their properties.

Intended for undergraduate and postgraduate students in engineering disciplines, the Fundamentals of Composite and Cellular Materials certification by Swayam has industry support from sectors like automobiles, manufacturing, energy, and aerospace. With a duration of 12 weeks, it delves into the practical applications of advanced material science.

Also Read: Online Materials Science And Technology Certification Courses

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12 Weeks
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