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Material and Energy Balances

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Certificate

Material and Energy Balances

The Material and Energy Balances course by Swayam extensively covers the fundamentals of material and energy balances, along with their applications in bioprocess and chemical industries. You will study examples of biochemical and chemical operations in addition to other biological systems.

Offered at the undergraduate level by IIT Madras, the Material and Energy Balances online course is a core course. It falls under the domain of Bioprocesses, Chemical Engineering, Bioengineering, and Biological Sciences.

In the span of 12 weeks, the Material and Energy Balances programme will cover the basic terminologies, units, and dimensions of Material Balances. Moreover, anyone pursuing a bachelor's degree or teaching a Biotechnology course at the UG level can join.

Students enrolled in a Chemical Engineering course will also benefit from joining the Material and Energy Balances course by Swayam. You will receive a well-researched list of books and references for further learning. Post-completion, you can also obtain a course certificate to validate your learnings.

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12 Weeks
Free
Skills Covered:
Knowledge of engineering
Material Characterization

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Certificate

Material Characterization

Swayam offers the Material Characterization certification course at both UG and PG level. The training is provided under the category of Electronic Materials, Metallurgy & Material Science, and Mining Engineering. It is the first course on the microstructural characterisation of materials at the undergraduate level.

Moreover, the Material Characterization certification syllabus is spread across 12 weeks. The curriculum covers the basic techniques and principles of scanning electron, X-ray diffraction, and transmission electron microscopy. Other core topics covered include Optics fundamentals, image formation, and X-ray scattering.

The Material Characterization course also provides instrument details demonstrations and imagining experiments using video examples. Numerous technique demonstrations are also included to provide practical examples of sample preparation techniques for microstructural analysis and optical microscopes. If you are a postgraduate or undergraduate from a relevant field, then you can join the Material Characterization programme to gain a comprehensive knowledge of microstructural characterisation. And earn a course certificate to testify your newly acquired learnings.

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12 Weeks
Free
Certificate

Mechanical Characterization of Bituminous Materials

The online programme will be providing the students with the knowledge of the-bituminous materials and their mechanical response and their importance in the field of pavement engineering. The course on Mechanical Characterization of Bituminous Materials by Swayam will be including the concept of the- introductory elementary linear viscoelasticity. The programme will also be introducing the use of that framework while grading the various systems available for the bitumen rocks available.

Also in  the Mechanical Characterization of Bituminous Materials certification course the students will be taught the use of polymers to enhance the rheological properties of the bituminous rocks so that the quality of the pavements can be introduced. The mechanical characterization of bituminous mixtures will also be discussed for modulus determination for design purposes. The course has been structured as an elective and will be conducted on the online platform. The students after completion of the course will have their skills enhanced in the field of dynamic modulus.

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12 Weeks
Free
Steel Quality Role of Secondary Refining and Continuous Casting

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Certificate

Steel Quality: Role of Secondary Refining and Continuous Casting

The quality of steel plays an enormous role in imparting specific characteristics of a product. The absence of any defects and cleanliness are the two significant facets of steel quality. Therefore, the Steel Quality certification course is developed to help you understand the importance of casting processes in the cleanliness and surface quality of steel. You will realize this by using two techniques as examples – Secondary refining and continuous casting. 

The Steel Quality program is provided by Swayam in collaboration with IIT Madras. This course, spanning over 12 weeks,  tackles many topics pertaining to steel quality, quality issues, how to control quality issues, and steel manufacturing. AICTE has approved the course as an FDP (Faculty Development Program) course.

A digital certificate is also awarded if you manage to clear the exam and submit all the assignments satisfactorily. The certificate is industry-recognized and can be used to enhance your career prospects. The Steel Quality online course is perfect for postgraduate or undergraduate students pursuing their degree in the field of Metallurgy and Materials.

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12 Weeks
Free
Skills Covered:
Knowledge of engineering
Aqueous Corrosion and Its Control

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Certificate

Aqueous Corrosion and Its Control

The Aqueous Corrosion and Its Control online course is a 12 weeks training program offered by Swayam, an initiative by the Government of India’s Ministry of Education. Aqueous Corrosion and Its Control training teach about corrosion failures of components which affect all industries and cost a country around 3.5 percent of its GDP. Furthermore, it has an impact on the environment, component safety, limited resources, and dependability. Aqueous Corrosion and Its Control syllabus cover Effective corrosion control which provides a fundamental grasp of electrochemical concepts, metallurgical features, and a thorough comprehension of the industrial situation. This course covers all of these topics in depth.

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12 Weeks
Free
Skills Covered:
Knowledge of Chemistry
Mining Machinery

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Certificate

Mining Machinery

The Mining Machinery certification course is a programme extensively designed for candidates who want to acquire knowledge on different aspects of machines. The course closely works upon looking at the factors necessary for mining. Mine pumps, pumping ranges, and fittings fans have been given special emphasis.

The course will help candidates learn about several different terminologies. The candidates will be going through discussion forums which will help them learn better. The experts are experienced and will be helping out the candidates at every step. The course also includes illustrated examples of some of the topics in this domain. The experts have also combined and worked upon the latest needs of the industries.

The Mining Machinery online course also prepares the candidates for several industries by making them aware of industry exposure in these fields respectively. The course also offers certificates for all the candidates looking for certification. The end-term exam is merely based on the learning the candidates will acquire.

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12 Weeks
Free
Skills Covered:
Knowledge of engineering
Non-Metallic Materials

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Certificate

Non-Metallic Materials

The online session on Non-Metallic Materials by Swayam has been structured with the primary aim of providing the students the basic understanding of the relation that exists in the nonmetallic materials and also its wide range of applications.

For the easy convenience of the students, the entire Non-Metallic Materials certification syllabus module has been divided into twelve weekly modules that further contains- five lectures with each duration of thirty minutes to help the applicants learn in a comprehensive manner.

The Non-Metallic Materials certification benefits the enrolled candidates by providing them real-world application knowledge about- diffusion, polymers, glass, ceramics, economics, corrosion, and other such topics that are directly or indirectly related to the subject of non-metallic materials. Upon completing the online course the students will have learned the various ways of measuring the electrochemical properties of non-metallic materials. They will also study the phase transformation involved in non-metals.

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12 Weeks
Free
Skills Covered:
Knowledge of engineering
Advanced Materials and Processes

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Certificate

Advanced Materials and Processes

The Advanced Materials and Processes online course is an 12 weeks program offered by Swayam, an initiative by the government of India’s Ministry of education. The course covers the classification and basic foundation of functional and structural materials; high-temperature materials: processing, structure, oxidation resistance, and mechanical behaviour of stainless steels, co and ni-based aluminides superalloys and silicides, ceramic composites and carbon-carbon.

The Advanced Materials and Processes training teaches about shape-memory alloys: mechanisms of one and two-way shape memory effect, pseudoelasticity and thermoelasticity, reverse transformation, applications, and examples; bulk metallic glass: stability and criteria for glass formation, mechanical behaviour and examples; nano-materials: size effect on functional and structural properties, classification, properties and processing of nanocrystalline materials, multilayered and thin films coatings, multiwalled and single-walled carbon nanotubes.

The Advanced Materials and Processes syllabus covers hard and soft magnetic materials for storage devices: processing and design; piezoelectric materials: properties and processing; advanced material’s advanced processes: rapid solidification, single crystal growth, chemical and physical vapor deposition of thin films, inert gas condensation, etc.

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12 Weeks
Free
Skills Covered:
Knowledge of Metallurgy
Welding Metallurgy

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Certificate

Welding Metallurgy

The 12-week online Welding Metallurgy Certification course is offered. Even if Swayam is chosen to deliver the course, the course syllabus is created and approved by IIT Roorkee. The Indian Institute of Technology, Roorkee, and NPTEL are presenting this course certificate.

The Metallurgy and Material Science & Mining Engineering core curriculum includes training in welding metallurgy. The instructor of this certification programme is Pradeep Kumar Jha.

The Welding Metallurgy Certification course is a 12-week online program. The course syllabus is prepared and verified by IIT Roorkee even if Swayam is appointed to provide the course. This course certificate is presented by the Indian Institute of Technology, Roorkee, and NPTEL.

Welding Metallurgy training is a part of the Metallurgy and Material Science & Mining Engineering core curriculum. This certification course is taught by Pradeep Kumar Jha.

Welding Metallurgy training focuses on the study of various scientific aspects that played a key role in the development of duplex stainless steel alloys, such as weldment solidification, metallurgical aspects of welding, heat treatment processes for weldments, analysis of heat flow and temperature distribution in welding, the concept of solidification in welding, constitutional supercooling, heat-affected zones, HAZ properties, and so on.

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12 Weeks
Free
Dealing with Materials Data Collection Analysis and Interpretation

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Certificate

Dealing With Materials Data: Collection, Analysis, And Interpretation

Dealing With Materials Data programme is an introductory course that covers data interpretation, data analysis, and data collection. These topics are learnt both conceptually and through a hands-on approach. The practical part of the training is undertaken using the R-programming language, an industry-standard platform for statistical and data analysis.

Dealing With Materials Data certification course falls under Metallurgy and Mining Engineering domain. It is a programme which is spread over 12 weeks, providing you enough time to understand and practice the concepts taught. The programme is mentored by two erudite professors from IIT Bombay.

Aside from the video lectures, the Dealing With Materials Data online course also features weekly assignments that will give you the chance to test your knowledge and apply your skills. After completing all modules, you can also choose to appear for the final, proctored exam. Passing this exam will earn you a course completion certificate by Swayam, which you can employ to showcase your newly acquired skills.

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12 Weeks
18 January 2026 - 09 April 2026
Free
Brochure
Skills Covered:
Statistical skills R Programming
Mineral Resources Geology Exploration Economics and Environment

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Certificate

Mineral Resources: Geology Exploration Economics And Environment

The Geology Exploration Economics and Environment certification course is a 12 weeks online program. The syllabus for this course was determined and created by the IIT Kharagpur, although it is offered through the Swayam platform, and the Indian Institute of Technology (IIT) Kharagpur and NPTEL both award certificates for it.

The  Geology Exploration Economics and Environment training belongs to the core program section, which deals with the concepts of mineral sources on earth that have broad components. Conceptualization of ore formation linked to earth processes at different scales, the similarity between the evolution of the crust and different deposit types throughout geologic ages, basic processes like magmatism, sedimentation, weathering/erosion, fluid activity, and the form of the resulting deposits.

Have a working understanding of the concepts of ore geology in mineral exploration, case studies of the discovery of some world-class deposits, evaluation of mineral resources and international trade, policies, and natural resource pricing. Prof. M.K. Panigrahi explains this certification course.

Also Read: Geology Certification Course

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12 Weeks
Free
Skills Covered:
Knowledge of Geology
Introduction To Mineral Processing

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Certificate

Introduction To Mineral Processing

The Introduction to Mineral Processing certification course is a 12 weeks online program. This certification program's syllabus is determined and created by the Indian Institute of Technology (IIT) Kharagpur; however, it is delivered by the IIT Kharagpur and NPTEL organizations and taught on the Swayam platform.

The  Introduction to Mineral Processing training belongs to the core program section, which deals with the concepts of mining in order to provide more concentrated material for the procedures of extractive metallurgy. The intricate procedures of the contemporary or modern mining processing plant include size determination, sampling, and bulk material handling. Professor Arun Kumar Majumder explains this certificate course.

Also Read: Metallurgical And Materials Engineering Certification Courses

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12 Weeks
Free
Skills Covered:
Knowledge of Geology Knowledge of Metallurgy
Bulk Material Transport and Handling Systems

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Certificate

Bulk Material Transport and Handling Systems

An 12-week online course is provided for the Bulk Material Transport and Handling Systems Certification. Even if Swayam is contracted to teach the course, IIT Kharagpur creates and approves the course syllabus. The organisations that issue this course certificate are NPTEL and the Indian Institute of Technology, Kharagpur. 

The Metallurgy and Material Science and Mining Engineering core curriculum includes training in bulk material transport and handling systems. Khanindra Pathak is the trainer for this certification programme.

The Bulk Material Transport and Handling Systems Certification course is a 12-week online program. The course syllabus is prepared and verified by IIT Kharagpur even if Swayam is appointed to provide the course. This course certificate is presented by the Indian Institute of Technology, Kharagpur, and NPTEL.

Bulk Material Transport and Handling Systems training is a part of the Metallurgy and Material Science & Mining Engineering core curriculum. This certification course is taught by Khanindra Pathak.

Bulk Material Transport and Handling Systems training covers automation, online monitoring, and operations of bulk material handling like transferring, transporting, size reduction, screening, storing, disposal, drying, weighing, etc., as well as bulk material storage systems, screens, crushers, feed and discharge devices, conveyors, and many aspects of industrial materials handling equipment's construction, safe operation, maintenance, and repair.

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12 Weeks
Free
Drilling And Blasting Technology

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Certificate

Drilling And Blasting Technology

The Drilling and Blasting Technology Certification consists of an 12-week online course. IIT Kharagpur develops and approves the course syllabus, even if Swayam is appointed to teach the course. The Indian Institute of Technology, Kharagpur, and NPTEL are the organisations authorized to issue this course certificate.

Drilling and Blasting Technology training is offered as a Metallurgy and Material Science & Mining Engineering core curriculum. Koushik Dey is the instructor for this certification program.

The Drilling and Blasting Technology Certification course is an 12-week online program. The course syllabus is prepared and verified by IIT Kharagpur even if Swayam is appointed to provide the course. This course certificate is presented by the Indian Institute of Technology, Kharagpur, and NPTEL.

Drilling and Blasting Technology training is a part of the Metallurgy and Material Science & Mining Engineering core curriculum. This certification course is taught by Kaushik Dey.

The controlled use of explosives and other techniques, such as gas pressure blasting pyrotechnics, to fracture rock for excavation, which is most frequently used in mining, quarrying, and civil engineering projects like building roads, tunnels, or dams; the foundations of rock geology related to drilling applications; the basics of drilling and blasting techniques used during rock excavation in surface and sub-surface excavation; in addition to their engineering and financial viability; will all be covered in this course.

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12 Weeks
Free
Certificate

Fundamentals of Nuclear Power Generation

The online certification course will be covering fundamental topics like - the biological impact of radiation, nuclear waste management, and safety issues pertinent to handling nuclear fuels will also be discussed. The Fundamentals of Nuclear Power Generation certification benefits the students by allowing them to learn from the industry experts for a period of twelve weeks that too from the comforts of their house.

The students upon completing the course have their fundamentals built on the concepts of - Thermal reactors, Reactor safety, and security, Biological effects of radiation, Waste management and economics, Nuclear fission, and other topics that are related directly or indirectly to the topic of nuclear power. The online programme introduces the candidates to the principles of nuclear power generation.

After completing the programme the students will become familiarized with different concepts and finally the design reactors of different types. The students will thus become ready to pursue a professional career in the said field after the completion of Fundamentals of Nuclear Power Generation by Swayam.

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12 Weeks
Free
Brochure
Skills Covered:
Knowledge of engineering
Production and Operation Management

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Certificate

Production and Operation Management

Operations and production improvement is one of the foremost aims of any facility. The Production and Operation Management program is an introductory course in management studies. It talks about various aspects of operations management such as supply chain, forecasting, optimization of material management, lot sizing, etc. Candidates will be introduced to multiple operations and productivity improvement techniques such as Just in Time (JIT), Kanban, Lean operations, Six Sigma, etc. 

Production and Operation Management certification is a core course. The training is recommended for any individual who wants to study the operations on a factory floor. The syllabus has been designed by IIT Roorkee. Professor Rajat Agarwal from IIT Roorkee would be leading this course.

Production and Operation Management is an online twelve-week postgraduate level course that has industry support from companies such as BHEL, Hero Motocorp, Maruti, THDC, UJVNL, and many more. Candidates also have the option to qualify and obtain an e-certificate at the end of the course.

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12 Weeks
Free
Skills Covered:
Decision making skills Supply Management
Operations Management

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Certificate

Operations Management

The Operations Management certification course is a mid-level programme that can be joined by students pursuing graduation in mechanical engineering. The course focuses on providing the details regarding the management of resources, techniques, and operations in the field. Candidates who pursue this course will get detailed information on product design, tools for planning the layout, problems and solutions faced in the industry, etc. The Operations Management programme is provided by the Indian Institute of Technology, Roorkee through Swayam.

The course provides free learning as well as online learning experience. The course consists of 12 chapters which discusses every sub topic in detail and the Operations Management certification syllabus takes 12 weeks to get completed. Every week a new topic is discussed. This is a certified programme and the certification can be achieved through the successful completion of the exam by paying the exam fees. Students can enrol themselves in the programme without the hassle of admission or registration fees. The Operations Management training does not demand any requirement to get into the course and is available to everyone who is interested in this field. The course is about the students every time so that they can learn from the lectures whenever they want.

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12 Weeks
Free
Skills Covered:
Project management
Design and Analysis of Experiments

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Certificate

Design and Analysis of Experiments

The Design and Analysis of Experiments certification course is designed to educate candidates on the various fundamentals of analysis tools and techniques, experimental designs, their applications, and interpretations. This course is created by IIT Kharagpur and imparted by Professor J. Maiti. It has industry support from renowned companies like Tata Steel and Tata Motors.

Candidates who enrol for the Design and Analysis of Experiments programme by Swayam will get to learn from video lectures, comprehensive and industry-relevant curriculum, and demonstrative software such as Minitab. Through this course, they will learn how to conduct experiments in a particular system and utilise different processes.

Spread over 12 weeks, the Design and Analysis of Experiments syllabus covers all crucial topics to impart a 360-degree understanding. The candidates will get various assignments to solidify their learning and can choose to appear for the final exam to obtain the certificate. This postgraduate MOOC is entirely free of cost and comes under the Management Studies category.

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12 Weeks
Free
Skills Covered:
Knowledge of engineering
Modelling and Analytics for Supply Chain Management

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Certificate

Modelling and Analytics for Supply Chain Management

This Modelling And Analytics For Supply Chain Management Online Course centers around the utilization of logical strategies for deciding effective solutions for issues related to supply networks thinking about the limitations of demand and supply. The course focuses on the utilization of advanced procedures for limit allotment and assessment of production network plan choices under vulnerability and facility location.

The destination of the Modelling And Analytics For Supply Chain Management Training course is to comprehend the idea of supply networks, the objective of supply networks, and clarify the effect of supply chain choices with respect to the achievement of a firm. The course will provide the candidate in-depth knowledge about the concept of safety stock within inventory management under uncertainty.

The Modelling And Analytics For Supply Chain Management Programme will have two instructors  Prof. Anupam Ghosh and  Prof. Kunal Kanti Ghosh a faculty member of IIT Kharagpur. They will deliver the lectures and be a mentor to the students. The programme offered by Swayam is completely free to pursue.

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12 Weeks
Free
Skills Covered:
Supply Management
Certificate

Demand and Supply Analytics

The course of Demands and Supply Analytics is provided by edX and is associated with Columbia University. This course is of intermediate level of difficulty, requiring only 8 to 10 hours of weekly effort to complete the study materials successfully. The course will be extended for a duration of 12 weeks where all the required topics will be covered to turn the candidates into a confident professional. 

The course aims to make sure that the candidates gain fundamental knowledge about data usage, develop insights and capabilities to predict the issues and problems in the administration to make better business decisions. Candidates will gain the answers to varied but frequent questions arising in the field and they will manage to carry out several risks such as having a large amount of inventory in hand, turning customers down, etc. They will be able to overcome the challenges of operation and pricing by making use of different statistical tools.   

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12 Weeks
Free
Skills Covered:
Supply Management
Introduction to internet of things

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Certificate

Introduction to Internet of Things

The internet of things is a much sought-after technology in various industries, academia, and governments. Introduction to the internet of things programme will cover the different aspects of this technology right from research and implementation to business. Candidates will learn about the various applications of the internet of things in the civilian and defence sectors. Applications include infrastructure, space, manufacturing, mining, agriculture, healthcare, construction, and mining.

Introduction to internet of things certification is a collaboration of NPTEL and IIT Kharagpur. The entire course will be online and have a duration of twelve weeks. the learning tools used include video lectures, case studies, and periodic assignments. Professor Sudhip Mishra, from the Indian Institute of Engineering, Kharagpur will be teaching this MOOC.   

Introduction to the internet of things is an initiative of the Ministry of Education, Government of India. The entire syllabus and lectures are available on the Swayam website. Candidates who wish to achieve a certificate need to attempt an offline exam at the end of the program.

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12 Weeks
Free
Brochure
Skills Covered:
Knowledge of Python Knowledge of cloud computing Networking Data science knowledge
Marketing Research and Analysis-II

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Certificate

Marketing Research and Analysis-II

Marketing Research and Analysis-II online programme is an extension of the Marketing research and analysis course. In the second part, emphasis will be laid on practical aspects and application for data analysis and research. To achieve that, the programme undertakes a step-by-step approach for researchers who have employed data analysis for thesis or publication work.

Through the Marketing Research and Analysis-II programme, industry professionals can experience how data analysis feels in real-time. It covers confusing topics like multivariate data analysis, which professionals and students find particularly challenging. Moreover, it also teaches research tools like various regression analysis techniques, univariate tests, factor and cluster analysis, and discriminant analysis.

For individuals looking for hands-on training, the Marketing Research and Analysis-II online training also provides training in platforms like AMOS and SPSS. The course also features a ton of video lectures, along with weekly assignments. Students can also earn a certificate after passing the final exam.

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12 Weeks
Free
Skills Covered:
Marketing skills
Marketing Analytics

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Certificate

Marketing Analytics

Marketing Analytics online training combines storytelling and marketing concepts to provide a unique learning experience. Real-life marketing challenges are often solved in a sequence that employs quantitative techniques. This programme will help learners identify the sequence in the context of several marketing problems.

Marketing Analytics programme incorporates 30 hours of online lectures. These lectures will be helmed by Prof. Swagato Chatterjee, IIT Kharagpur. The lessons will provide in-class hands-on training in the R programming language. Moreover, learners will also be provided with reading material and can participate in Swayam’s discussion forum.

Weekly assignments are also a part of the Marketing Analytics programme by Swayam and help candidates test their knowledge in various marketing analytics areas. Students can also choose to appear for the final proctored exam, organised by Swayam and NPTEL at offline centres. Passing this test will allow learners to earn a course certificate, using which they can demonstrate their skills.

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12 Weeks
Free
Skills Covered:
Marketing skills
Certificate

Marketing Analytics

The Marketing Analytics course of edX is an advanced level program under the business and management function focused on developing skills to identify the best of market opportunities for a product or service and support important marketing initiatives. It teaches candidates about the importance of analytics in marketing and returns on investment (ROI) that will maximize a business’ revenue.

This course is a part of the Business Analytics MicroMasters Program, which finds new techniques to quantitative prototype that help a business in statistical analysis, sales forecast, and data computation. It teaches how these features impact communication, customer relations, and market divisions.

Marketing Analytics teaches candidates about various problem-solving techniques and expansion tools to win the business a lifetime value and how the designing of a product/ service affects it. The prerequisites of this course include being an undergraduate in calculus, probability, and statistics and having basic knowledge about R or any other similar programming language.

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12 Weeks
Free
Skills Covered:
Marketing skills
Data Analytics with Python

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Certificate

Data Analytics with Python

Data Analytics with Python certification course includes many compelling examples of how you can analyse data using the Python programming language. This course discusses various data analytics applications in a range of industrial sectors. Moreover, this programme also shows you how you can use data analytics in your life and boost your career opportunities.

One of the Data Analytics with Python programme’s most essential aspects is that you will receive hands-on experience by creating your own analytical models. You can also clear any doubts or engage in academic conversations in the discussion forum, which is available to all the students related to data analytics, and python. This programme involves topics like regression, probability, distributions, hypothesis testing, and many more.

The Data Analytics with Python training is offered by Swayam in partnership with IIT Roorkee. This 12-week programme. You want to showcase your skills and earn new employment opportunities, you can opt for the course completion certificate offered by Swayam.

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12 Weeks
Free
Brochure
Skills Covered:
Statistical skills Data science knowledge Knowledge of Python
Data Analysis and Decision Making - I

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Certificate

Data Analysis and Decision Making – I

The Data Analysis and Decision Making – I certification course offered by Swayam, is the first part of the three-part course (DADM-I, DADM-II, DADM-III). This programme covers Operations research and its tools with applications. For an overview, the Decision analysis and Decision making (DADM) covers three main areas which are: Operations research and its tools with applications, Multivariate statistical analysis with its applications, Other decision-making models like DEA, AHP, ANP, TOPSIS, etc. These 3 part DADM courses would be more application-oriented and practical rather than theoretical in nature. The candidates can expect industry support from the chemical industry, cement industry, steel industry, manufacturing industry, etc.

The Data Analysis and Decision Making – I Training, is an elective type of course. Which has a duration of 12 weeks. The course instructor will be Prof. Raghu Nandan Sengupta from IIT Kanpur. There is an e-certification provided to the participants, which can be accessed after registering and writing a proctored exam conducted by Swayam in person at any of the designated exam centers. This certification is intended for the learners belonging to backgrounds of Masters in Statistics/Mathematics, Masters in Operations Research/Operations Management, Masters in Business Administration, Masters in Economics, Ph.D. in related fields.

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12 Weeks
Free
Brochure
Skills Covered:
Operations analysis
Data Analysis and Decision Making -II

Offered by

Certificate

Data Analysis & Decision Making - II

Data Analysis & Decision Making - II Certification will cover utility theory, then the concept of multi-criteria decision making, multi-attribute decision making, utility theory, DEA (Data Envelope Analysis), AHP, ANP, and then the concepts of TOPSIS, Elektra, Mac Beth. 

Data Analysis & Decision Making - II Classes include the concepts of different types of metaheuristic techniques, without going into the mathematical details of their algorithms, and solve the problems by giving examples for each of them.

All students get a Data Analysis & Decision Making - II Certification by the Indian Institute of Technology Kanpur (IIT Kanpur) under the Swayam Initiative by the Government of India. 

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12 Weeks
Free
Skills Covered:
Decision making skills Data science knowledge
Essentials of Data Science with R Software 1 Probability and Statistical Inference

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Certificate

Essentials of Data Science with R Software - 1: Probability and Statistical Inference

The Essentials of Data Science with R Software- 1 program is the first course of the Data Science essentials series that focuses on studying statistical inferences and probability. It lays a foundational understanding of concepts and theories of data computation. Students will learn to use R software for statistics to derive correct inferences.

Students will explore concepts relating to Data Science computational inferences listed in the Essentials of Data Science with R Software- 1 certification syllabus. The curriculum studies attributes, hypotheses, probability distributions, and variables. Students will be asked to interact in the online classes and submit written assignments for scoring.

IIT Kanpur offers the Essentials of Data Science with R Software – 1 online course. Professor Shalabh from the institute mentors course learners. Students can go for an e-verifiable certificate by paying an exam fee. While students must have a mathematics background, an understanding of statistics is also preferred.

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12 Weeks
Free
Brochure
Skills Covered:
Statistical skills Data science knowledge
Essentials of Data Science with R Software-2 Sampling Theory and Linear Regression Analysis

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Certificate

Essentials of Data Science with R Software- 2: Sampling Theory and Linear Regression Analysis

The Essentials of Data Science with R Software – 2 online course is a 12-week study that focuses on learning mechanisms of data analytics using R software. Some of the analytical tools studied include regression analysis and sampling theory. This course is an AICTE approved Faculty Development Program (FDP).

As a part of the Essentials of Data Science with R Software – 2 certification syllabus, learners will explore sampling and linear models with R software. Students will receive video lectures and book references additional support. With 12 learning modules, the topics covered include Bootstrap methodology, random sampling, and LASSO regression. 

Developed by IIT Kanpur, Professor Shalabh mentors the Essentials of Data Science with R Software – 2 training. A renowned academician, Dr. Shalabh has authored four books and 75+ research papers. Candidates need to submit assignments and write an exam for the certification. For that, they will need to pay the necessary fee.

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12 Weeks
Free
Brochure
Skills Covered:
Data science knowledge
Introduction to Database Systems

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Certificate

Introduction to Database Systems

Numerous e-government solutions and digital services use database systems to organize data better. The Introduction to Database Systems certification by Swayam deep dives into financial systems and the current business models that rely on database systems for operational efficiency. It also covers how these systems have impacted management in the organization. 

The Introduction to Database Systems certification syllabus touches upon key technical topics like SQL module, ER model module, a transaction processing module, regular forms module, query processing module, indexes module, and the like. Besides theory, the course also deep dives into practical principles, including the design and use of database systems. For the hands-on part, the course uses database management systems and SQL standards. 

Furthermore, the Introduction to Database Systems online course is taught by an experienced faculty from IIT Madras, Prof. Sreenivasa Kumar. The course is excellent for students in the field of computer science, engineering, programming, and systems.

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12 Weeks
Free
Skills Covered:
Database knowledge

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