Page 4 - NPTEL Courses & Certifications 2024 - Free & Paid Online NPTEL Courses

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IIT Madras (IITM) via NPTEL

Certificate

Analysis and Design of Bituminous Pavements

The Analysis and Design of Bituminous Pavements certification course offers a comprehensive study of stress analysis for bituminous pavements, suitable for graduate students in Transportation Engineering and practicing Highway Engineers. It covers essential topics such as pavement design, traffic characteristics, material properties, and practical applications of design guidelines and software tools.

Participants gain hands-on training on IRC37 guidelines and IITPAVE software, alongside discussions on the AASHTO method, distress analysis, and reliability considerations. The Analysis and Design of Bituminous Pavements certification by NPTEL equips students and professionals with the expertise needed to excel in bituminous pavement engineering.

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IIT Madras (IITM) via NPTEL

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FEM and Constitutive Modelling in Geomechanics

The FEM & Constitutive Modelling in Geomechanics certification course offers a comprehensive exploration of theoretical concepts and practical applications. Students learn to apply matrix structural analysis and variational principles to solve geotechnical problems. The course emphasizes modelling construction sequences, nonlinear constitutive models, and simulating dynamic loading scenarios.

The FEM & Constitutive Modelling in Geomechanics certification by NPTEL caters to senior-level undergraduate and postgraduate civil engineering students. With industry support from prominent geotechnical design companies, students gain valuable insights into real-world challenges and practical solutions. They develop the skills and expertise necessary to excel in the field of geotechnical engineering.

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IIT Madras (IITM) via NPTEL

Certificate

Rheology of Complex Materials

The Rheology of Complex Materials certification course delves into non-Newtonian fluids, crucial in industries like food products and plastics. Students explore complex fluid behaviours beyond Newton's law of viscosity, covering topics such as stress, strain rate, and rheological models like the Maxwell model. Practical examples enhance understanding, preparing students for industry roles.

With prerequisites in Fluid Mechanics or Solid Mechanics, the Rheology of Complex Materials certification by NPTEL offers a deep dive into non-Newtonian fluid dynamics. From microstructural features to advanced rheological models, students gain insights into diverse applications across industries. They develop analytical skills essential for addressing real-world engineering challenges.

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IIT Kanpur via NPTEL

Certificate

Earthquake Geology A tool for Seismic Hazard Assessment

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IIT Madras (IITM) via NPTEL

Certificate

Continuum Mechanics and Transport Phenomena

The Continuum Mechanics and Transport Phenomena certification course delves into the foundational principles of transport phenomena, targeting Chemical Engineering, Mechanical Engineering, and Biotechnology undergraduates. Students explore fluid kinematics, mass and momentum balances, stress analysis, and applications of key equations like Navier-Stokes. The course prepares students for careers in diverse process industries.

With the Continuum Mechanics and Transport Phenomena certification by NPTEL, students develop a solid understanding of how physics laws govern processes in sectors such as chemical, mechanical, and biotech. Emphasis is placed on problem-solving skills and real-world applications, equipping students with the tools to analyse and address challenges encountered in process industries.

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IIT Kanpur via NPTEL

Certificate

Quantum Computing

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IIT Kanpur via NPTEL

Certificate

Solid State Chemistry

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IIT Madras (IITM) via NPTEL

Certificate

Analog Circuits

The Analog Circuits certification course serves as an introductory exploration into amplifier design utilizing transistors. Students delve into topics such as transistor characteristics, biasing techniques, and various amplifier configurations. By analyzing both small- and large-signal characteristics, students gain the skills to recognize and analyze basic amplifier setups effectively.

The Analog Circuits certification by NPTEL equips students with a foundational understanding of amplifier theory and practice. Through exploring common source amplifiers, current mirrors, and PMOS transistor integration, students grasp essential concepts in amplifier design. They emerge capable of navigating the complexities of transistor-based amplification systems.

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IIT Madras (IITM) via NPTEL

Certificate

Multirate DSP

The Multirate DSP certification course caters to students with a foundational DSP background. It delves into intricate topics such as sampling, reconstruction, and sampling rate conversion using multirate building blocks. Through MATLAB-based exercises, students gain practical skills to tackle real-world DSP challenges in industries like telecommunications and biomedical engineering.

Covering applications like filter design, transmultiplexer, and delta-sigma A/D conversion, the Multirate DSP certification by NPTEL provides a comprehensive understanding of multi-rate DSP. It explores mathematical frameworks for Perfect Reconstruction Filter banks and crucial aspects of wireless communication, including capacity in wireless channels and multicarrier modulation.

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IIT Madras (IITM) via NPTEL

Certificate

Mapping Signal Processing Algorithms to Architectures

The Mapping Signal Processing Algorithms to Architectures certification course delves into hardware implementations of Digital Signal Processing (DSP) systems, emphasising VLSI and FPGA technologies. Students explore algorithm analysis and mapping onto custom architectures for optimised operations. Prerequisites include strong fundamentals in Digital Design, DSP, and Processor Architecture.

The Mapping Signal Processing Algorithms to Architectures certification by NPTEL covers a spectrum of topics from basic digital systems to specialised architectures such as Systolic arrays and GPUs. Students gain theoretical insights and practical skills in designing efficient hardware architectures for signal processing tasks. They learn how to translate algorithms into hardware platforms.

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IIT Madras (IITM) via NPTEL

Certificate

Computer Organization and Architecture

This certification course duration is 12 weeks. This certification course focuses on the study of basic digital hardware, programming, application of binary interfaces and other elements related to operating systems. Computer Organization and Architecture certification by NPTEL provides in-depth knowledge of the basic concepts of computer architecture and organization.

Computer Organization and Architecture training includes the use of case studies to explain concepts such as ARM, x86, and PowerPC-based architectures. This course conducts classes in theory as well as lab where students get an introduction to the lab assignment and actual lab classes can be viewed from NPTEL Information Security - 2 course.

Also Read: Online Engineering And Architecture Courses & Certifications

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IIT Madras (IITM) via NPTEL

Certificate

Digital Signal Processing

The Digital Signal Processing certification course delves into discrete-time signals and systems. The course is tailored for ECE/EEE undergraduates with a prerequisite in Networks and Systems. Topics include z-transform, frequency response, sampling, and the Discrete Fourier Transform, equipping students with fundamental skills in signal processing.

With the Digital Signal Processing certification by NPTEL, students gain a comprehensive understanding of discrete-time signal fundamentals. They are prepared to apply these concepts in real-world scenarios within the realm of Electrical Engineering, setting a strong foundation for further academic pursuits or professional endeavors.

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IIT Madras (IITM) via NPTEL

Certificate

DC Power Transmission Systems

The DC Power Transmission Systems certification course delves into power transmission systems. Led by Professor Krishna S, students explore topics like line-commutated converters, DC link control, and filter design. Prerequisites include knowledge of circuit analysis and power electronics, catering to both undergraduates and postgraduates.

With the DC Power Transmission Systems certification by NPTEL, students gain insights into the complexities of DC transmission technologies, preparing them for careers in electrical engineering. The curriculum blends theoretical lectures with practical applications, enhancing students' understanding of the material covered.

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IIT Madras (IITM) via NPTEL

Certificate

Machine Learning for Engineering and Science Applications

The Machine Learning for Engineering and Science Applications certification course offers a duration is 12 weeks which focuses on providing a a broad overview of modern algorithms in ML for engineers. This course covers the key aspects of machine learning such as the basics of ML, Linear Algebra, Numerical Computation, Neural, and Autoencoders.

Students gain hands-on training from industry experts in applying ML algorithms in the engineering field. The Machine Learning for Engineering and Science Applications certification by NPTEL intended audience is postgraduate students in all engineering and science fields and mature senior undergraduate students can also pursue this course.

Also Read: Online Machine Learning Courses & Certifications

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Skills Covered:

Machine learning Application of ML Algorithms Knowledge of MATLAB

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IIT Madras (IITM) via NPTEL

Certificate

Optical Engineering

The Optical Engineering certification course covers fundamental concepts such as geometric optics, lens systems, and aberrations, preparing students for practical applications in industries like biomedical instrumentation and metrology. With an emphasis on prerequisites in electromagnetics, the course targets third or final year undergraduates and first-year postgraduates.

Students gain insight into the application of optical principles in engineering contexts. The Optical Engineering certification by NPTEL equips students with the knowledge and skills needed to understand, design, and implement optical systems effectively. The course helps students become well-prepared for the challenges of utilizing optics in various industries.

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IIT Madras (IITM) via NPTEL

Certificate

Deep Learning for Computer Vision

The Deep Learning for Computer Vision certification course offers a comprehensive curriculum that covers the core aspects of deep learning for computer vision. The duration of this certification course is 12 weeks and completion of a basic course in Machine Learning course, and basic knowledge in probability, linear algebra, calculus, and Python are the prerequisites for this course.

The students will explore the traditional computer vision topics before they learn about the deep learning methods for computer vision. The Deep Learning for Computer Vision certification by NPTEL provides the basics as well as the latest advancement skills and knowledge in the field of computer vision and machine learning.

Also Read: Online Machine Learning Courses & Certifications

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Skills Covered:

Knowledge of deep learning

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IIT Madras (IITM) via NPTEL

Certificate

Quantum Algorithms and Cryptography

The Quantum Algorithms and Cryptography certification course duration is 12 weeks. It provides a comprehensive curriculum to the students that covers areas such as the foundations of Quantum Computing and the importance of quantum computers in Cryptography. Aspirants can gain hands-on training experience with top-notch industry experts and function effectively on real-world projects.

The students will explore and learn in-depth knowledge and skills in the basics of quantum computing, speedups provided by quantum algorithms, and attacks on cryptography using quantum computers. The Quantum Algorithms and Cryptography certification by NPTEL prerequisite is the knowledge of Theory of Computation, design and analysis of Algorithms, and foundations of Cryptography.

Also Read: Online Quantum Computing Courses & Certifications

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Skills Covered:

Knowledge of Cryptography

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IIT Madras (IITM) via NPTEL

Certificate

Analog Electronic Circuits

The Analog Electronic Circuits certification course delves into circuit operation from fundamental principles. Taught by Prof. Shanthi Pavan, an esteemed figure in the field, it covers topics including MOSFET characteristics, amplifier design, and feedback systems. With a focus on intuition and derivation, students develop a strong foundation applicable to semiconductor design.

With the help of the Analog Electronic Circuits certification by NPTEL, participants explore transistor biassing, opamp design, and compensation techniques, gaining essential knowledge for careers in semiconductor design and related industries. The course explores high-speed analogue circuit design which enriches the learning experience, ensuring students are well-equipped for further endeavors in analogue electronics.

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IIT Madras (IITM) via NPTEL

Certificate

Business Intelligence & Analytics

The Business Intelligence & Analytics certification course offers a comprehensive curriculum such as Business Intelligence & Analytics (BIA), technical architecture, case analysis of AT&T long distance, databases, SQL queries, data warehousing, OnLine Analytical Processing (OLAP), and others. Students gain hands-on training from industry experts, helping them to function effectively on real-world projects.

The certification course focuses on covering important modelling techniques such as regression, decision trees, clustering, ANN, and text mining. The Business Intelligence & Analytics certification by NPTEL is 12 weeks course. The prerequisite for this certification course is a core course on Business statistics. The students gain in-depth knowledge of the principles and techniques used in the industry.

Also Read: Online Business Intelligence Courses & Certifications

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Skills Covered:

Data science knowledge Business analytics knowledge Knowledge of Data mining

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IIT Madras (IITM) via NPTEL

Certificate

Modern Computer Vision

The Modern Computer Vision certification course delves into classical and deep learning-based approaches to computer vision. Covering fundamental concepts like neurons and gradient descent, it discusses CNNs and traditional techniques such as edge detection and feature extraction. With industry support and expert guidance, students gain valuable skills for real-world applications.

The Modern Computer Vision certification by NPTEL equips students with the knowledge needed to tackle modern vision tasks. Students receive a well-rounded education from deep learning fundamentals to geometric vision techniques like 3D reconstruction. With support from various industry leaders, graduates are prepared for various career opportunities in research and industry.

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IIT Madras (IITM) via NPTEL

Certificate

Image Signal Processing

The Image Signal Processing certification course delves into both basic and advanced concepts in image processing. Participants will explore topics such as image formation, geometric transformations, unitary image transforms, and advanced techniques like image restoration and 3D shape recovery. This course equips learners with valuable skills sought after by leading companies worldwide.

With a focus on real-world applications, including those in Google and Amazon, learners gain practical insights into the field's nuances and challenges. With the Image Signal Processing certification by NPTEL, students develop a solid foundation in digital image processing, preparing them for diverse career opportunities in industries at the forefront of technological innovation.

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IIT Madras (IITM) via NPTEL

Certificate

Transport Phenomena in Materials

The Transport Phenomena in Materials certification course is a 12-week duration programme. The certification course offers a comprehensive curriculum that includes mathematical foundations of transport phenomena, control volume formulation, and friction factors. The prerequisite for this course is the students must have a Mathematics course in the first year at the undergraduate level.

This certification course's intended audience is undergraduate students of Metallurgical or Materials Engineering and related disciplines. The Transport Phenomena in Materials certification by NPTEL provides students with in-depth knowledge of concepts of fluid flow, heat transfer, and mass transfer with behaviour and processing of engineering materials.

Also Read: Metallurgical And Materials Engineering Certificate Courses

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IIT Madras (IITM) via NPTEL

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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IIT Madras (IITM) via NPTEL

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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IIT Madras (IITM) via NPTEL

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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IIT Madras (IITM) via NPTEL

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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IIT Madras (IITM) via NPTEL

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.

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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Skills Covered:

Entrepreneurial skills

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IIT Madras (IITM) via NPTEL

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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IIT Madras (IITM) via NPTEL

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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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