1258 Courses and Certifications

NPTEL Courses & Certifications 2025

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Introduction to Stochastic Processes

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Certificate

Introduction to Stochastic Processes

Developed by IIT Bombay, the Introduction to Stochastic Processes by Swayam is an AICTE-approved Faculty Development Programme. Students will gain the necessary skills to design models and assess the effects of any event. Based on Management studies, this elective course is open for students from all disciplines. 

The Introduction to Stochastic Processes certification syllabus is spread across 12 weeks. During this, students will learn Poisson processes, Continuous and Discrete Markov Chains, variance, random variables, probability, and Bayes rule. Moreover, it is provided at a postgraduate level. Book references and video lectures are also provided to help students learn effectively.

Candidates can earn the Introduction to Stochastic Processes certification by paying a nominal certification fee and appearing for the end-term certification exam conducted by Swayam. Additionally, they must complete all the 12 assignments given throughout the course duration. 

Moreover, several companies across sectors use Stochastic Processes in their operations. As such, they readily employ individuals certified through the Introduction to Stochastic Processes program. 

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12 Weeks
Free
Skills Covered:
Statistical skills
Education for Sustainable Development

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Certificate

Education for Sustainable Development

Education for Sustainable Development Certification will discuss the details of Education for Sustainable Development (ESD) which is primarily based on UNESCO’s 17 sustainable development goals. 

Education for Sustainable Development Classes will cover key concepts like what is sustainability, sustainable development, UNESCO sustainable development goals, and education for sustainable development.

In order to address educational challenges and create systems that are inclusive, equitable, and relevant to all, sustainable development requires political will, global and regional collaboration, and active engagement of educational institutions, civil society, youth, the corporate/private sector, and other multilateral agencies.

All students get an Education for Sustainable Development Certification from the Indian Institute of Technology Kharagpur (IIT Kharagpur) under the Swayam Initiative by the Government of India. 

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12 Weeks
Free
Skills Covered:
Leadership and Management Skills
Textile Product Design and Development

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Certificate

Textile Product Design and Development

An online 12-week course is needed to obtain the Textile Product Design and Development Certification. The course syllabus is written and confirmed by IIT Delhi, even if Swayam is elected to instruct the course. The institutions eligible to provide this course certificate are the Indian Institute of Technology, Delhi, and NPTEL.

Textile Product Design and Development training is offered as a textile engineering elective.  R. Chattopadhyay is the instructor for this certification program.

The practical and ergonomic design facets of textile items will be the emphasis of the course on textile product design and development. Basic design principles, need/requirement analysis, a need-metric matrix, the formulation of specifications and concept generation, product architecture, the use of natural analogies, and material selection will be covered. 

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12 Weeks
Free
Principles of Combing Roving Preparation and Ring Spinning

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Certificate

Principles of combing, Roving preparation & Ring spinning

Principles of combing, Roving preparation & Ring spinning by Swayam will focus on three methods, such as combing, roving preparation and ring spinning, as the subject. It will look into the construction, design features and working principles of the machines. The focus would be on "know why" instead of "know how". It will clarify the role of the machine and process parameters in process efficiency. It will address the relationship between technology and the design of machines. 

Through the finely formulated course format, the candidates will not only be able to attain a clear understanding of the functioning of machines and its relation with technology and design of machines but also grasp the knowledge of machine working parameters.

The course offered by Swayam provides candidates with an extraordinary opportunity to escalate their basic knowledge of machines into a professional understanding of various aspects that are responsible for the performance of a machine.

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12 Weeks
Free
Skills Covered:
Mechanical knowledge
Evaluation of Textiles Materials

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Certificate

Evaluation of Textiles Materials

The Evaluation of Textiles Materials certification course throws light on the essential steps of textile product, process and product development, research, distribution, and consumption. Evaluation of textile materials proves highly necessary during the selection of raw materials, intermediate materials, and finished products.  The undergraduate level training, with an exhaustive syllabus, is free.

The Evaluation of Textiles Materials certification enables students to realize how vital the role of testing is in catering to customer requirements. On the other hand, testing plays a crucial role in the research and development processes as well. Evaluation helps in the determination of the next route. 

The Evaluation of Textiles Materials training lets students understand the detection of faults in the machinery and materials. Consistent testing of textiles is a recommended procedure as it results in enhanced and efficient production output.  This course is taught by Professor Apurba Das, from IIT Delhi, and has worked in the textile domain for about 11 years.

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12 Weeks
Free
Skills Covered:
Knowledge of engineering
Textured Yarn Technology

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Certificate

Textured Yarn Technology

The course deals with the aspects of the man-made or artificial fiber industry and the textile industry at large. The Textured Yarn Technology certification course imparts information regarding fundamentals of the topic, issues faced by the industry and its solutions, advantages and its limitations, etc. The program gives the option of self-paced learning to all the candidates if they are not able to complete the Textured Yarn Technology certification syllabus in 12 weeks. Candidates can take the sessions according to their own times. 

The course is absolutely online and can be availed at zero cost. Candidates also get the opportunity of getting a certificate towards the end of the course which can be availed after paying the exam fees followed by an in-person exam. Candidates get to obtain study material of Textured Yarn Technology online course which is provided by the platform to all the applicants at zero cost. Candidates need not maintain any minimum attendance percentage for this course.

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12 Weeks
Free
Skills Covered:
Manufacturing knowledge
Theory of Yarn Structure

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Certificate

Theory of Yarn Structure

This online session on Theory of Yarn Structure by Swayam will be dealing with a structured system of theoretically derived inherent laws that pertains to the properties and structures of yarns. The course of the Theory of Yarn Structure training has been divided into a number of modules and each of these modules will be covering details of the - terminologies, definitions, and fundamental relations that will help them to secure the fundamental knowledge and clear their basic concepts. The  Theory of Yarn Structure certification syllabus over the period of twelve weeks will be covering the key principles and topics of - Relation among yarn count, twist, and diameter, Yarn shrinkage due to washing, Radial fiber migration in yarns, Mass irregularity of yarns, Helical model of fibers in yarns. The knowledge that the students will learn in the course will be helping them to secure a job in the textile industry and its applied industry.

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12 Weeks
Free
Skills Covered:
Knowledge of engineering
Technical Textiles

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Certificate

Technical Textiles

The Technical Textiles is provided on the Swayam online educational platform for the undergraduate and postgraduate students of textile engineering and technology, and material sciences. This National Program for Technology Enhanced Learning free online course is developed by the Indian Institute of Technology Delhi. The course is a study about the details of technicalities associated with the textile industry and to understand the characteristics and functional properties of textile materials and their implementation.

This faculty development program belonging to the field of textile engineering is a core course organized by the IIT Delhi for twelve weeks. The course educator to guide the students through the course is Prof Apurba Das, from the department of textile technology in IIT Delhi. The course is approved by the All India Council for Technical Education and helps the students acquire three-course credits and a course completion certificate that consists of the logos of NPTEL and IIT Delhi representing their recognition of the ‘Technical Textiles’ online training.

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12 Weeks
Free
Skills Covered:
Knowledge of engineering Knowledge of fashion industry
Aspects Of Biochemical Engineering

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Certificate

Aspects Of Biochemical Engineering

Biochemical reaction engineering mostly deals with complicated life systems, when compared to chemical reaction engineering. The fundamental essence of biochemical engineering is to describe any life system’s behavior in mathematical form. The Aspects of Biochemical Engineering online course, in a real sense, is an interdisciplinary program since it involves topics from biology, physics, chemistry, technology, and mathematics.

The Aspects of Biochemical Engineering certification syllabus comprises topics like sophisticated advanced control systems and transport processes, along with physics, conventional biology, and mathematics. It also involves the production of biomolecules in two different ways: microbial cells or enzymes.

The Aspects of Biochemical Engineering certification course caters to all the aspects of the subject mentioned above. By undergoing this course, you will be able to differentiate between biochemical reaction engineering and conventional chemical reaction engineering. It also helps you develop the expertise needed to design biochemical processes that is an in-demand skill.

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12 Weeks
Free
Skills Covered:
Knowledge of engineering
Blockchain and its Applications

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Certificate

Blockchain and its Applications

The Blockchain and its Applications certification course is offered using an online model by Swayam. The course is given complete support by the Indian Institute of Technology, Kharagpur, and NPTEL. The 2 professors Sandip Chakraborty, and Shamik Sural are in charge of teaching the programme.

The Blockchain and its Applications training course have been of recent interest amongst organisations that include enterprises, governments, and different academics as this provides a tamper-proof solution to establish an interconnection between the different stakeholders. This online training programme in blockchain provides different kinds of tutorials in the application of these techniques including Ethereum, and one permission.

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12 Weeks
Free
Skills Covered:
Knowledge of Blockchain
Analog Communication

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Certificate

Analog Communication

In the Analog Communication course by Swayam, candidates will learn about the two building blocks of communication - Signals and Systems. They will understand how information is generated, how it can be transmitted to a distant user, and how the user interprets it. The information that needs to be transmitted and delivered to the user is known as a Signal.

Candidates will learn about different channels or media for transmission of signals. They will learn about the inherent imperfections of these media and how to combat and overcome them to facilitate effective communication. Also, they will learn about Noise, which is an unwanted, random signal that hinders communication.

Candidates participating in the Analog Communication programme will learn how to design systems that can filter out the noise and deliver effective communication. This is an undergraduate level programme created by IIT Kharagpur, and focuses on the engineering aspects of analog communication.

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12 Weeks
Free
Skills Covered:
Knowledge of physics
Management Accounting

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Certificate

Management Accounting

The ‘Management Accounting’ online course is developed by the National Program for Technology Enhanced Learning (NPTEL) for the students to engage in discussions and gain valuable insights on the tools and techniques that ensure an improved decision-making process at the management level. This management studies certification course is provided by Swayam online education portal and the course modules and classes are designed to be completed in twelve weeks.

The course is conducted by sixty lectures, videos, and several other online exercises along with assessments done on a weekly basis. The program instructor is Dr. Anil K. Sharma, a finance and accounting professor from the department of management studies at the Indian Institute of Technology (IIT) Roorkee. The ‘Management Accounting’ online certification program enables students to gain a course certificate and credit points after successful completion of this core course. This program helps students gain a comprehensive understanding to gain an advantage over the competitive edge in the business market.

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12 Weeks
Free
Skills Covered:
Financial knowledge Business Management Decision making skills Accounting proficiency Financial Management
An Introduction to Artificial Intelligence

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Certificate

An Introduction to Artificial Intelligence

An Introduction to Artificial Intelligence certification by IIT Delhi is an FDP-approved course that runs for 12-weeks. Based on AI and Data Science, this AICTE study has been developed by the Indian Institute of Technology, Delhi. Students can learn from the video lectures and references given by the mentor of the programme.

Students will learn various concepts, philosophies, and models that fall under the An Introduction to Artificial Intelligence certification course. Per week, one learning module is assigned for the duration of the course. It comprehensively touches on algorithms, reinforcement learning, decision processes, deep learning, artificial intelligence, and Data Science.

Prof. Mausam, Associate professor of Computer Sciences at IIT Delhi and available on Swayam, instructs the course. Candidates need to pay a fee to write the certification exam. For the An Introduction to Artificial Intelligence certification, learners need to secure an average score, which is ascertained through assignments and the written test. Students shall receive an e-certificate for fulfilling the requirements.

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12 Weeks
Free
Skills Covered:
Knowledge of Algorithms Knowledge of deep learning
Artificial Intelligence Search Methods for Problem Solving

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Certificate

Artificial Intelligence Search Methods For Problem Solving

The Artificial Intelligence Search Methods For Problem Solving online course is a 12 weeks program offered by Swayam under the initiative of the Government of India. An autonomous agent should be capable of solving issues in order to behave intelligently. They should be capable of making decisions that change a given circumstance into a desired or target condition. To find the ones that work, the agent must be able to imagine the consequences of its actions. This first section of the Artificial Intelligence course covers a wide range of search strategies that agents may use to solve problems.

In the second section of the Artificial Intelligence Search Methods For Problem Solving training: Reasoning and Knowledge representation, candidates will learn how an agent may represent its domain and explain what it understands. The course provides a solid basis for artificial intelligence from which the student may develop their understanding. The third section of the Artificial Intelligence Search Methods For Problem Solving syllabus provides a somewhat different framework for problem-solving, wherein the reasoning processes and previously stated search can coexist.

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12 Weeks
Free
Skills Covered:
Knowledge of Artificial Intelligence
Certificate

Computer Aided Applied Single Objective Optimization

The Computer-Aided Applied Single Objective Optimization program aims to focus on different topics so that students have ample knowledge on the subject line. The course tries to touch on mathematical as well as computational aspects related to the subjects. Candidates will gain information on regression, computational algorithms, genetic algorithms, a toolbox of high-level programming languages like MATLAB, etc. This is a professional-level program and can be pursued by students as well as professionals. The duration of the Computer-Aided Applied Single Objective Optimization certification syllabus is 12 weeks. 

This is a free online course and candidates are awarded certificates at the end of the course if they complete the requirement for the exam. Students will be provided with the study materials for this course by the creator on the platform. Along with the study material, candidates will also be given a discussion platform, assignments, and tasks to understand the modules properly. The Computer-Aided Applied Single Objective Optimization certification course is entirely an online program and is a self paced training so that students have ample time to learn about the subject from the platform. 

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12 Weeks
Free
Skills Covered:
Knowledge of Algorithms
Introduction to Robotics

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Certificate

Introduction to robotics

The ‘Introduction to robotics’ online course is a study about the state-of-the-art technologies and techniques associated with designing robots and their applications. This National Program for Technology Enhanced Learning(NPTEL) free online course on robotics is provided on the Swayam online education platform. The online training is offered by the faculty of the Indian Institute of Technology Madras.

The program is conducted for twelve weeks and is a core course for the undergraduate and postgraduate level students of design engineering or robotics. The course instructors of this certification program are Dr. T Asokan from the department of engineering design, Prof. Balaraman Ravindran teaching computer science, and Dr. Krishna Vasudevan of the electrical engineering department. This AICTE approved faculty development program enables the students to receive three credits after completing the online training. The ‘Introduction to robotics’ e-certificate is issued to the qualified students with NPTEL and IIT Madras logos on it.

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12 Weeks
Free
Skills Covered:
Robotic skills Automation skills Knowledge of Artificial Intelligence Knowledge of physics Knowledge of engineering Designing skills
Basics of Language Science

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Certificate

Basics Of Language Science

This Basics Of Language Science Online Course manages major parts of the language. In the course the candidate will develop an understanding connection between language, brain, and the general society that we reside in. The students will feel like they realize how to respond to a ton of inquiries regarding different complexities or various kinds of miracles about language.

This course assists the candidate with managing the three significant parts of language specifically, the construction at the degree of sounds, words, and sentences, securing or learning of it, and the varieties inside and among dialects. The Basics Of Language Science Programme offers answers to a large portion of the interests that strike major when we consider how we gained the limit of language as a child.

This course will guide the candidate in depth of language science. In the Basics Of Language Science Training candidate can also take up the course certificate by giving the exam which will be held after the course completion. The course timing is flexible and candidates can study according to their time preference and the course faculty will be professor Rajesh Kumar from IIT Madras for making understanding easy to candidates.

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12 Weeks
Free
Skills Covered:
Language skills
Cloud Computing

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Certificate

Cloud Computing

The Cloud Computing training, curated by IIT Kharagpur, is an elective undergraduate-level course. The programme is based on the disciplines of computer science and engineering, programming, and systems. This is an twelve-week course, and lectures will be conducted online only.

The Cloud Computing certification course teaches about the delivery and scalable services consumption platform that offers computing provision for a shared pool of resources. These include database, storage, software, networking, servers, applications, and so on. 

This platform requires the least possible management effort by providing on-demand availability of a shared pool of configurable computing sources. Some of the aspects covered in the course are the fundamentals of cloud computing, security challenges, management problems, and future research possibilities. This is one of the best cloud computing courses taught by Swayam.

Cloud Computing online course by Swayam will work well with candidates who have a basic computer organisation background, networking, and architecture. Students of electronics and communication engineering, computer science and engineering, and electrical engineering will benefit from the cloud computing course.

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12 Weeks
Free
Skills Covered:
Knowledge of cloud computing
Chaotic Dynamical Systems

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Certificate

Chaotic Dynamical Systems

11 Weeks
Introduction to Time-Frequency Analysis and Wavelet Transforms

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Certificate

Introduction to Time-Frequency Analysis and Wavelet Transforms

The Introduction to Time-Frequency Analysis and Wavelet Transforms certification course delves into signal processing techniques crucial for various applications. Starting with foundational concepts like Fourier transforms, it progresses to advanced methods including STFT, WVD, and wavelet transforms. Practical demonstrations in MATLAB reinforce theoretical learning, empowering students to apply these techniques effectively.

Students explore topics such as bandwidth principles, analytic signals, and interference handling, gaining insights applicable across domains like speech processing and seismic data analysis. With a focus on wavelet transforms, the Introduction to Time-Frequency Analysis and Wavelet Transforms certification by NPTEL equips learners with tools for denoising, signal estimation, and addressing boundary effects.

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10 Weeks
Introduction to Boundary Layers

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Certificate

Introduction to Boundary Layers

The Introduction to Boundary Layers certification course duration is 10 weeks. The prerequisite for this course is a knowledge of basic Fluid Mechanics. The certification course offers a comprehensive curriculum that introduces Boundary Layer (BL), BLParameters (BLthickness, BL Displacement, Momentum Thickness) and BLwall friction and friction drag.

The students gain in-depth knowledge of the derivation of Prandtl’s Laminar BL equations and similarity solutions to the BL equations (other than flat plate). The Introduction to Boundary Layers certification by NPTEL equips the participants with the required skills and knowledge to excel in the field of physics and fluid mechanics.

Also Read: Online Physics Courses & Certifications

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10 Weeks
Stochastic Processes

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Certificate

Stochastic Processes

10 Weeks
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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9 Weeks
Skills Covered:
Machine learning Data Analysis
Design of Fixed Wing Unmanned Aerial Vehicles

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Certificate

Design of fixed wing Unmanned Aerial Vehicles

The Design of fixed-wing Unmanned Aerial Vehicles online course is offered by the online course provider Swayam, an initiative by the Ministry of Education, Government of India. The 8 weeks AICTE approved undergraduate/postgraduate level elective course includes 2 credit points. This Design of fixed-wing Unmanned Aerial Vehicles training presents the basic sizing and design process for fast expanding fixed-wing UAV technology, as well as prototype testing, stability, and performance analysis. The Design of fixed-wing Unmanned Aerial Vehicles syllabus introduces basic design parameters, design algorithm, and simulation. 

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8 Weeks
Free
Skills Covered:
Designing skills Knowledge of Algorithms
Introduction to Airplane Performance

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Certificate

Introduction to Airplane performance

The Introduction to Airplane performance online course is an 8 weeks program offered by Swayam, an initiative by the Ministry of Education, Government of India. This course is intended to give an integrated basic study of airplane performance as well as a sense of flight testing and aircraft design. The Introduction to Airplane performance syllabus covers various topics such as airplane performance characteristics, standard atmosphere, the thrust required, range and endurance, cruise and manoeuvre, landing performance, control and stability, design basics, etc.

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8 Weeks
Free
Skills Covered:
Knowledge of engineering
Organic Farming for Sustainable Agricultural Production

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Certificate

Organic Farming for Sustainable Agricultural Production

The ‘Organic Farming for Sustainable Agricultural Production’ online course is about the principles and techniques associated with organic farming. The course delves into discussing nutrient management, vermicompost processing, and the use of biopesticides and biocontrol agents. This course on organic farming is a National Program for Technology Enhanced Learning(NPTEL) online course offered by the Indian Institute of Technology Kharagpur. This is a core course provided on the Swayam online education platform for the students belonging to the domain of agriculture and food engineering, agricultural science, and environmental science.

This program is approved by the AICTE and organized for eight weeks. The course educator for this online training is Dr. Dillip Kumar Swain from the department of agriculture and food engineering at IIT Kharagpur. 

The ‘Organic Farming for Sustainable Agricultural Production’ training program is a postgraduate level course that is categorized under the agriculture and food engineering domain. The students of this faculty development program can earn two credit points and a course certificate that consists of the NPTEL and IIT Kharagpur logos, after completing the course. 

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8 Weeks
Free
Skills Covered:
Knowledge of engineering Knowledge of Agricultural practices Knowledge of Environmental Science
Instrumentation and Process Control in Food Industry

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Certificate

Instrumentation and Process Control in Food Industry

Instrumentation and Process Control in the Food Industry is an 8-week online programme. The course is meant for undergraduate-level students who intend to step into the food industry. The Instrumentation and Process Control in Food Industry Certification Course is an online free programme offered by Swayam in collaboration with  IIT Kharagpur. Though it is free to join and pursue, the learners are required to sit for the exam and secure a certification qualifying score to get a hold of the certificate. 

Instrumentation and Process Control in Food Industry Certification is a course that is approved by AICTE (All India Council for Technical Education). The courses will guide you through process control and instrumentation in the food industry. Plus, the learners will explore stability analysis, food process control, control tuning and the like. The course is led by Prof. Ashis Kumar Datta who is a faculty at the Department of Agricultural and Food Engineering at IIT Kharagpur. 

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8 Weeks
Free
Skills Covered:
Knowledge of Food Technology
Data Science for Engineers

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Certificate

Data Science for Engineers

Data science is the study of using machine learning techniques and statistics to analyse raw data and find patterns and information. Several industries use it to make better business decisions, and researchers employ it to test out models or theories. The Data Science for Engineers programme will explore two main concepts, Big data and Data Science. 

Data Science for Engineers certification syllabus has been designed in association with NPTEL and IIT Madras. Professors Raghunathan Rangasamy and Shankar Narasimhan will teach the course, which aims to introduce participants to programming language R, familiarise them with mathematical foundations for data science, study data science algorithms, and provide practical knowledge using case studies. 

Data Science for Engineers training is an eight-week online course with the option to obtain certification. Candidates will have to submit periodic assignments and appear for an end-of-term offline exam to qualify for certification. Furthermore, organisations like Honeywell, Gyan Data Pvt. Ltd., Ford, and ABB, recognise this programme, and thus, learners can seek job profiles in similar industries. 

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8 Weeks
Free
Skills Covered:
Data science knowledge
Business Law for Managers

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Certificate

Business Law for Managers

Business Law for Managers Certification introduces the basic principles of business law, in context with India laws. It also covers the importance and impact of the legal system on business management through reference to contract, pension etc..

Business Law for Managers Classes will help the students and employees to understand legal and regulatory issues. 

All students get a Business Law for Managers Certification by Indian Institute of Technology Kharagpur (IIT Kharagpur) under the Swayam Initiative by Government of India. 

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8 Weeks
Free
Hardware Modeling Using Verilog

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Certificate

Hardware modeling using Verilog

The Hardware modeling using Verilog online course is offered by Swayam, an initiative by the Ministry of Education, Government of India. In this course, candidates will be introduced to the Verilog hardware description language during the course. The Hardware modeling using Verilog training will assist them in learning about various issues of digital circuit designing using Verilog and developing test benches. Hardware modeling using the Verilog syllabus covers digital circuit design, Verilog variables, modeling sequential circuits, modeling issues like memory, pipelining, and several case studies.

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8 Weeks
Free
Skills Covered:
Designing skills Knowledge of engineering

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