1258 Courses and Certifications

NPTEL Courses & Certifications 2025

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Introduction to Data analytics

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Certificate

Introduction to Data Analytics

The Introduction to Data Analytics certification course is an 8-week duration programme. The prerequisite for this course is students must be familiar with high-school-level linear algebra, and calculus. They must also know probability theory, statistics, and programming. The certification course offers an extensive curriculum that covers descriptive statistics, inferential statistics, regression, ANOVA, and machine learning.

The Introduction to Data Analytics certification by NPTEL provides an in-depth understanding of elements that will help in making the physical well-being and athletic prowess of individuals. The certification course helps students to get equipped with the required knowledge and skills to function effectively in the field. 

Also Read: Online Data Analysis Courses & Certifications

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8 Weeks
Skills Covered:
Machine learning Data Analysis
Decision Making using Financial Accounting

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Certificate

Decision Making using Financial Accounting

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

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

Also Read: Online Data Analysis Courses & Certifications

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8 Weeks
Skills Covered:
Decision making skills Financial knowledge
Chemistry I Introduction to Quantum Chemistry and Molecular Spectroscopy

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Certificate

Chemistry I Introduction To Quantum Chemistry And Molecular Spectroscopy

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

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

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8 Weeks
Free
Fundamentals of X-ray Diffraction and Transmission Electron Microscopy

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Certificate

Fundamentals of X-ray Diffraction and Transmission Electron Microscopy

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

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

Also Read: Online Radiology Courses & Certifications

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8 Weeks
Interactomics

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Certificate

Interactomics

The Interactomics Certification course is an 8-week online programme offered by IIT Bombay. This course offers an in-depth exploration of protein interactions and computational analysis methods. Students will gain practical skills and theoretical knowledge essential for understanding complex biological systems and conducting cutting-edge research in the field through the Interactomics certification by NPTEL.

The online Interactomics training will provide students with proficiency in network analysis, protein-protein interaction prediction, and more. The course thus offers valuable insights and practical skills to advance students' careers. The course includes hands-on exercises and case studies to engage students with both theoretical concepts and practical applications of interactomics.

Also Read: Online Biotechnology Certification Courses

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8 Weeks
Applications of interactomics using Genomics and Proteomics Technologies

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Certificate

Applications of interactomics using Genomics and proteomics technologies

Applications of Interactomics using Genomics and Proteomics Technologies Certification course is an 8-week course by the IIT Bombay. This course offers a comprehensive exploration of the dynamics of genomics, and interactomics in understanding complex biological systems. The course delves into the fundamental principles employed in genomics and proteomics.

The online Applications of interactomics using Genomics and Proteomics Technologies Certification by NPTEL provides both theoretical knowledge and practical skills in data analysis and interpretation. The course aims to enhance expertise in utilising genomics and proteomics technologies to understand the complexities of molecular interactions in biological systems.

Also Read: Online Biomedical Sciences Certification Courses

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8 Weeks
Introduction to Evolutionary Dynamics

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Certificate

Introduction to Evolutionary Dynamics

Introduction to Evolutionary Dynamics Certification course by the IIT Bombay. This course provides students a foundational understanding of the dynamics of evolution, and genomics in understanding complex biological systems. Students will delve into the practical and theoretical understanding of a critical Evolutionary Game Theory that plays an essential role in evolution studies.

The online Introduction to Evolutionary Dynamics Certification by NPTEL provides students with a deeper understanding of the mechanisms driving evolutionary change. They will be able to analyse the tools to investigate the evolutionary dynamics. Through case studies and hands-on learning, students will be able to gain a deeper understanding of evolutionary concepts and terminologies. 

Also Read: Online Genetics Courses & Certifications

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8 Weeks
Computational Chemistry and Classical Molecular Dynamics

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Certificate

Computational Chemistry and Classical Molecular Dynamics

The Computational Chemistry and Classical Molecular Dynamics Certification course is an 8-week certification course is designed to provide students with the explanation behind the concept of computational chemistry. The participants will also be able to understand the molecular dynamics employed in computational chemistry through the Computational Chemistry and Classical Molecular Dynamics Certification by NPTEL.

Computational Chemistry and Classical Molecular Dynamics training covers key topics including molecular mechanics, material science, and other fundamental concepts. Through the programme, students are engaged through virtual lectures, hands-on learning experiences, and a practical approach to getting a good grasp of the topic.

Also Read: Online Materials Science And Technology Certification Courses

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8 Weeks
Fundamentals of Wavelets Filter Banks and Time Frequency Analysis

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Certificate

Fundamentals of Wavelets, Filter Banks and Time Frequency Analysis

The Fundamentals of Wavelets, Filter Banks and Time Frequency Analysis Certification course is an 8-week online programme with a deep understanding of wavelet theory, filter banks, and time-frequency analysis. Students are provided with the fundamental principles underlying these powerful tools through the Fundamentals of Wavelets, Filter Banks, and Time Frequency Analysis  Certification by NPTEL.

Fundamentals of Wavelets, Filter Banks and Time Frequency Analysis Programming online enables the students to learn how to effectively extract time-varying information from signals which will enable them to tackle complex signal processing challenges. Students through the online course will be able to apply their knowledge in diverse fields such as telecommunications, biomedical engineering and more.

Also Read: Online Mathematics Certification Courses

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8 Weeks
Business Forecasting

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Certificate

Business Forecasting

The Business Forecasting Certification course is a 12-week online programme designed to equip students with the skills and knowledge needed to navigate the details of predicting future trends and outcomes in business environments. The programme delves into various methodologies empowering students to make well-informed decisions through the Business Forecasting Certification by NPTEL.

The Business Forecasting training gives a profound understanding of how to leverage historical data and statistical methods to anticipate future business scenarios accurately. Students will be able to master the development of forecasting models tailored to specific business needs. They will be able to deliver valuable insights into strategic decision-making processes.

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8 Weeks
Skills Covered:
Statistical skills
Quantitative Finance

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Certificate

Quantitative Finance

8 Weeks
Project Management

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Certificate

Project Management

8 Weeks
Elements of Visual Representation

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Certificate

Elements of Visual Representation

8 Weeks
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Economics of Health and Health Care

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Heat Treatment and Surface Hardening I

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Practical English Learning and Teaching

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How the Brain Creates Mind

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Certificate

How the Brain Creates Mind

8 Weeks
Introduction to Literary Theory

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Certificate

Introduction to Literary Theory

8 Weeks
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Introduction to the Pyschology of Language

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Manufacturing of Composites

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Certificate

Manufacturing of Composites

8 Weeks
Introduction to Electromagnetic Theory

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Introductory Quantum Mechanics

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Mathematics for Chemistry

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Certificate

Mathematics for Chemistry

8 Weeks
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Fundamentals of Database Systems

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Certificate

Fundamentals of Database Systems

8 Weeks
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Edge Computing

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Certificate

Edge Computing

8 Weeks
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Principles of Communication Systems II

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Fundamentals of Electric Drives

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Certificate

Fundamentals of Electric Drives

8 Weeks
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