Page 21 - NPTEL Courses & Certifications 2025 - Free & Paid Online NPTEL Courses

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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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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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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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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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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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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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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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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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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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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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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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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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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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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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Skills Covered:

Knowledge of Econometrics Knowledge of Economics

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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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$Electron Diffraction and Imaging$

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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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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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Skills Covered:

Knowledge of sound

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IIT Madras (IITM) via NPTEL

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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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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Health Safety and Environmental Management in Offshore and Petroleum Engineering

The Health, Safety, and Environmental Management in Offshore and Petroleum Engineering certification course is a 12-week duration programme. The certification course provides knowledge of safety and environmental issues in the petroleum industry. The certification course's intended audience is B.E/B.Tech, M.E/M.Tech, M.S, B.Sc, M.Sc, and PhD.

The certification course focuses on educating the candidates to identify the risks that can occur at any stage of operation. The Health, Safety, and Environmental Management in Offshore and Petroleum Engineering certification by NPTEL trains the students to quantify and manage the risks that occur by the leading industry experts.

Also Read: Online Naval Architecture And Ocean Engineering Courses & Certifications

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Strategic Sourcing

The Strategic Sourcing certification course is a 12-week duration programme and is designed for MBA students. The certification course covers a comprehensive curriculum that includes an introduction, imperatives and evolution of strategic sourcing, supply process, need identification, technology in sourcing, reverse auctions and bidding.

The Strategic Sourcing certification by NPTEL equips the students with the required skills and knowledge of strategic sourcing. The students gain hands-on training with the support of leading industrial experts and will be able to apply the learned concepts in real-world projects.

Also Read: Online Logistics And Supply Chain Management Courses & Certifications

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Numerical Analysis

The Numerical Analysis certification course is a 12-week duration programme. The prerequisite for this certification course is the knowledge of fundamentals of Calculus. The certification course covers a comprehensive curriculum that covers introduction, motivation, mathematical preliminaries, polynomial approximation, numerical differentiation derivation of differentiation formulas with an order of accuracy and Mathematical Theory of ODE.

Students will gain in-depth knowledge of theory and application of numerical methods or techniques from the Numerical Analysis certification by NPTEL. The students will gain hands-on training with the support of leading industrial experts. They will also gain a deep understanding of the predictor-corrector methods, solution of nonlinear equations and solution of linear systems mathematical preliminaries.

Also Read: Online Mathematics Courses & Certifications

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Transform Techniques for Engineers

The Transform Techniques for Engineers certification course is a 12-week duration programme. The students must know Calculus to obtain this certification course. The certification course covers a wide range of topics, including an introduction to the Fourier series and finding the Fourier series of a periodic function and Fourier transforms over real lines.

Students will receive a deep understanding of the Fourier transform and its properties, Fourier transform and its applications from the Transform Techniques for Engineers certification by NPTEL. The students will get hands-on training with the support of leading industry professionals and apply it to real-world projects.

Also Read: Online Engineering Courses & Certifications

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Structural Health Monitoring

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Surface Facilities for Oil and Gas Handling

The Surface Facilities for Oil and Gas Handling certification course is a 12-week programme. The course focuses on teaching students how to separate crude oil and natural gas into their components at surface facilities. The prerequisite for this course is students must know the concept of petroleum drilling, completion and production along with basic engineering and applied mathematics knowledge.

The undergraduate and postgraduate in Petroleum, Mechanical and Chemical Engineering students are the intended audience for this course. The Surface Facilities for Oil and Gas Handling certification by NPTEL covers a comprehensive curriculum that includes an introduction to drilling, completion, production, surface facilities, fluid properties and units, oil, water, sand and gas separation, coalescence, and coalescing media.

Also Read: Online Oil And Gas Management Courses & Certifications

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Inverse Methods in Heat Transfer

The Inverse Methods in Heat Transfer certification course is a 12-week programme. The prerequisite for this course is that it would be useful if the students have pursued an undergraduate course in Heat Transfer. They must also know probability, calculus and matrix algebra. The intended audience of this certification course is undergraduate and postgraduate students.

The Inverse Methods in Heat Transfer certification by NPTEL provides an overview of the inverse problems in heat transfer and ways of solving them through examples. The certification course covers a comprehensive curriculum that covers an introduction to inverse problems, a statistical description of errors, inverse problems as optimisation problems, and classical techniques.

Also Read: Online Mechanical Engineering Courses & Certifications

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Applied Thermodynamics

The Applied Thermodynamics certification course is a 12-week programme. This course is designed for undergraduate students and is supported by the Engineering Thermodynamics or Basic Thermodynamics industries. The certification course aims to equip the students with the required skills and knowledge to carry out a thermodynamic analysis of any device.

The students will gain hands-on training with the support of leading industry experts. The Applied Thermodynamics certification by NPTEL provides a comprehensive curriculum that includes the derivation of entropy change of control volume, the exergy of a system, and tutorials. The students will also learn about the thermodynamic cycle - Rankine cycle, and Brayton cycle with intercooling.

Also Read: Online Thermodynamics Courses & Certifications

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