Free Courses & Certifications

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.

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.

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.

The study of robotics lies at the intersection of signal processing, computing, mechanics, mathematics, electronics, and control engineering. Modelling and control play an immense role in the success of a robotic machine and its applications. The Robotics Foundation II – Robot Control course by edX deals with robotics foundations, particularly planning and control.

The programme is the second of a two-part series on robotics by the Università degli Studi di Napoli Federico II. The Robotics Foundation II online programme explores the scope of robotics through modules like interpolation techniques, motion control strategies, inverse dynamics, etc. The course concludes by presenting kinematic models of simple vehicles. 

This edX course has a duration of 12 weeks and follows a self-paced learning module. Candidates can complete the Robotics Foundation II – Robot Control online course by studying a minimum of eight hours per week. Moreover, an optional certification is also available, and candidates can purchase this after course completion. However, while auditing in the free mode, the students will have access only for a limited duration. 

The Introduction to Robotics program is developed by IIT Kanpur. It explores the concepts and mathematical calculations that go behind building robotic manipulators. This introductory course lays a foundation in advanced topics such as AI, automation, self-driving vehicles, and much more. Concepts studied include kinematics, VAL programming, automation, trajectory planning, and vectors.

The Introduction to Robotics certification syllabus uses video lectures, book references, a final assessment to facilitate learning. Learners must be familiar with mathematics, differential equations, and matrices- all on a fundamental level. This AICTE approved course is best suited for undergraduate and postgraduate-level electrical, mechanical, and computer students. 

Engineering teachers and working professionals may also apply as this elective course is an FDP (Faculty Development Program). Candidates can opt for the Introduction to Robotics certification by securing the minimum marks as mentioned. For this, they need to complete the course, submit assignments, and write the final-term proctored test.

Deep Learning for Visual Computing course’s aim is to educate the student about the stratified recognition task. This is a free course that covers topics including visual computing, ResNet, PyTorch, Python, GoogleNet, and more.

Swayam Deep Learning for Visual Computing is an appropriate option for people who want to become deep learning scientists, get into research, computer vision engineer, AI research scientist, etc. Join this course to make a career as a software engineer, deep learning engineer, IT artificial intelligence intern, research scientist, computer scientist, etc. 

The course type is ongoing and the length for this course is 12 weeks. There are no strict fee charges to enrol or study the Deep Learning for Visual Computing course, but for the certificate, the student needs to register and appear in an examination conducted in person at a chosen center. Regular assessments and one-on-one doubt clearing sessions are held by IIT-affiliated teachers.

Over the past few years, Deep Learning has received a lot of attention due to its wide-ranging applications in data analytics, natural language processing, and computer vision. Many professionals who are well versed in deep learning technologies have been employed by leading companies like Google, IBM, Facebook, Microsoft, and Twitter. In this Deep learning – IIT Ropar online training, you will get familiar with the building blocks of deep learning algorithms and solutions.

The Deep Learning – IIT Ropar course syllabus places a particular emphasis on neural network topics like attention mechanisms, convolutional neural networks, feed-forward neural networks, and recurrent neural networks. Various deep learning optimisation algorithms such as Nesterov Accelerated Gradient Descent, Gradient descent, Adam, AdaGrad, and RMSProp are also covered. Learning these algorithms and methods will help effectively train deep neural networks.

After completing all the lectures and assignments of the Deep Learning – IIT Ropar programme, you’ll have a robust grasp of deep learning architectures, which you can employ to carry out various computer vision and Natural Language Processing tasks. You can also test your understanding by applying for the final proctored exam. Passing this test will also grant you a certificate by Swayam, which can be used to display your skills and get lucrative jobs.

The availability of massive amounts of image and video data on the internet has made data interpretation and analysis a challenging affair. However, deep learning has proved to be an excellent solution to such a mammoth task. Moreover, deep learning is not only applicable to data analysis but also computer vision and natural language processing tasks. This Deep Learning - IITKGP course will help you get familiar with the concept and its applications.

The Deep Learning - IITKGP course syllabus starts with traditional machine learning methods like multilayer perceptron and Bayesian classification. Towards the end, the course will discuss modern deep learning approaches like autoencoders and convolutional neural networks. After completion, you will have the knowledge and confidence to take on challenging, real-world problems related to data analysis and automation.

By opting for the Deep Learning - IITKGP certification course, you also get industry support from Adobe, TCS, Google, and DRDO. Moreover, the course’s scheduled nature also provides you with enough motivation to study the modules and complete the course. After every module, you can find challenging assignments, which help you gauge your understanding.

The programme of Digital Technology and Innovation presented by edX is a great learning opportunity for all who want to learn about the technology and processes related to it. The course offered here is a 100 per cent online programme. 

The candidate should invest 8-10 each week to pursue this course. The course provided by the platform of edX is in association with Indiana University. The course on Digital Technology and Innovation is included in the micro master's programme of the edX platform. The students learning from this course curriculum can gain verified certificates after paying a fee as per the rules of the platform. This instructor-paced course can be pursued either in paid or in free mode. In the paid mode, the candidates will have unlimited access and a certificate of completion whereas in the free mode, they will have access only for a limited duration. 

This course helps and prepares the learners to develop the skills which are required for both business and technology. The students can learn about the techniques of how to adopt, manage and implement as well as diffuse the area of technology and business. This course will create an environment for learners where they can think about business and technology homogeneously.

The Six Sigma online course focuses on the operational and strategic issues observed in process development. Students will understand Six-sigma as a measure of quality that enables them to achieve perfection through disciplined and data-driven approaches in eliminating defects. The process proves beneficial in almost all the procedures involved in transactional, manufacturing, and services. 

Spread over twelve weeks, the Six Sigma training throws light on the systematic approach of Define, Measure, Analyse, Improve, and Control (DMAIC) for improving processes. This online course will provide students with a detailed understanding of different issues concerning each phase of DMAIC. This training also includes real-time industry examples, cases, and MINITAB software applications to offer learners practical knowledge. 

IIT Kharagpur has specifically designed the Six Sigma certification syllabus to align with the current industry standards. Thus, the course can equally satisfy both university students' and industry-experienced professionals’ needs. Students can also obtain accreditation for this AICTE approved FDP curriculum, built for postgraduate/undergraduate learners.

The IT sector has witnessed immense growth in a relatively short period. Naturally, the demand for skilled programmers to develop useful and sophisticated software has risen. Object-oriented programming system (OOPs) was developed to meet this demand. Java is one of the best languages based on the OOP paradigm. Programming in Java certification course is designed to teach the fundamental concepts of the Java programming language.

The Programming in Java course by Swayam is a 12-week-long online certification program crafted by the Indian Institute of Technology, Kharagpur. It covers all the basic concepts of Java by providing suitable examples. The course focuses on providing theoretical proficiency and practical skills so that participants can implement their learnings.

The Programming in Java program also offers sufficient helping material and learning resources for an extensive understanding. Learners will study how Java is being utilized in internet programming, mobile applications, gaming, scientific studies, and more.

In this course, the students will learn many concepts of branding, marketing, and advertising which will help them to measure, build, and run their brand. 

The course duration is 12 weeks which means that students will be able to gain complete knowledge about brand management in a short span. It also provides flexible learning such that students will study at their own comfortable pace without any rush. This course also offers a verified certificate by edx. 

This course is also associated with the CurtinX MicroMasters Credential in Marketing in a Digital World which is specially designed by professionals. It teaches many critical and management skills that will help students to survive and become successful in this field. 

It is an instructor-led course which means that students will have a great learning experience. The lectures are also provided with English video transcripts which makes it much simpler for students to follow and understand the concepts. This course is highly beneficial for those people who are into brand management.

The Analytics in Python course offered by Columbia University available on the edX platform is a well-structured programme equipped with course content designed by experts to enrich candidates with python programming knowledge. 

Data is an essential part of an organization and proficiency in programming is an important skill for effectively imparting knowledge and information from data. The course will help learners in developing an understanding of various topics like web scraping, web crawling, database basics, relational databases, data interchange formats of JSON and XML and text mining. Through the course, learners will gain knowledge to analyze and visualize data and will be introduced with the basics of SQL that they can apply in the programming area. 

The rapidly increasing demand for python as a programming language makes this course a one-time investment for professionals working in this field. The professionals can share the verified certificate provided towards the end of the programme in their LinkedIn profile for their professional benefits.

The event industry has multiplied over the past few decades. The sector has flourished into a million-dollar industry in recent years. The BHC-011: Basics of Event Management certification course by Swayam, and IGNOU, will take you through the current trends in the event industry. The curriculum will help you understand the operations and functions that fall under the sector. 

This BHC-011: Basics of Event Management training programme provides an excellent opportunity for individuals who want to kick-start their careers in the field of event management. Interested candidates can enrol in the course to get a direction into the scope, requirements and functions of an event manager.

Get your certification in BHC-011: Basics of Event Management and acquire expertise in events and activation. The booming industry is full of tremendous opportunities, excelling in getting the most out of this growing sector. The course will familiarise you with the importance of an event manager. You will learn about topics like characteristics and types of an event and the future of the industry. 

The Virology certification course helps candidates gain knowledge about the fundamental aspects of viral diseases such as their causes and designated treatments. Viruses are the reason behind numerous infectious diseases in animals and plants. While this may sound common, most viruses are not curable and are challenging to treat. 

The Virology training course online will also help you to dive deep into the structure, mode of transmission, replication, and cultivation methods of these viruses, which will ultimately help you to find an effective cure. The curriculum also covers virology’s current developments so that candidates are aware of pathogenicity and the drug development targets.

The Virology programme is taught by Dr. Raghavendra M.P, an expert in the field of microbiology and with numerous research papers to his name. The course also covers the virus's beneficial aspects, along with its long-term usage in the field of medicine and agriculture. Therefore, it is highly beneficial for candidates who want to help in the area of drug development.  

The Engineering Graphics and Design Certification course is a 12-week online program. While Swayam is utilized to deliver the course, the course syllabus is devised and endorsed by IIT Delhi. This course certificate is also conferred by the Indian Institute of Technology, Delhi, and NPTEL.

 The IIT Delhi is responsible for creating and approving the course syllabus, although Swayam is used to deliver the course. Once more, the Indian Institute of Technology, Delhi, and NPTEL are the organisations that award this course certificate.  

Engineering Graphics and Design training is a part of the mechanical engineering core curriculum. Professor S.R. Kale is the instructor of this certification course. This course is designed to assist students to acquire basic visualisation skills as well as the capacity to represent ideas on paper and on a computer.

The Feminism: Concepts and Theories programme is a 12-week-long online course designed to explain notions related to feminism. During this course, you will examine the growth, journey and entire history of the feminist movement. You will develop a vision to look at the ‘emotion’ that is characterised as a one-dimensional movement. 

The Feminism: Concepts and Theories training by IIT Madras aims to explore the feminist theory through written works, ethnography and case studies. This programme will also describe how gender works as a strong force in the world. Development of feminism through the years will be discussed in great detail.

The last four weeks of the Feminism: Concepts and Theories certification course will include lectures from various experts. These people belong to multiple areas of expertise such as writing, filmmaking, painting, and individuals who deal with questions of gender in many ways. This e-learning course is brought to you by the Indian Institute of Technology, Madras.

As a noble initiative by the Government of India to achieve access, quality, and equity in education policy, Swayam has brought the Twentieth-Century Fiction programme as an engaging and comprehensive course for English and Cultural Studies graduates and postgraduates. Throughout the course, learners will experience the best teaching-learning resources; even the less privileged can avail themselves online learning from top IIT Madras faculty in their own comfortable spaces.

Twentieth-Century Fiction certification syllabus has been distributed over twelve weeks where learners can learn at their pace and examine along with the faculty the interplay between imperialism, embodiment, identity, and other related issues and nineteenth-century and twentieth-century fiction, wherein they will read stories, poems, and more. A calculated and thorough study of selected literary texts and their corresponding cultural contexts will help learners draw a vivid picture whilst exhaustive learning of fiction, representation, and reality.

The course is highly interactive and falls ideal for Humanities and Social Sciences students as well. Moreover, as per the UGC (Credit Framework for online learning courses through SWAYAM) Regulation 2016, certain universities might even designate the course as one from which credits can be transferred to the academic record of students.

Contextualizing Gender Certification will analyze an outline not only of how the concept of gender has evolved and advanced over the last 50 years, but also of how ideas about gender are changing in complex ways and how they are reflective of the new ways of gender identification, contextualized meaning, and gender nonconformity. 

Contextualizing Gender Classes aim to introduce students to an interdisciplinary framework that enables them to explore and theorize the contextualized meaning and the intersectional nature of gender and culture. Gender is analyzed in a variety of ways, including as an institution, ideology, and process that organizes daily life.

All students get a Contextualizing Gender Certification from the Indian Institute of Technology Roorkee (IIT Roorkee) under the Swayam Initiative by the Government of India. 

The main objective of the Financial Institutions and Markets online course is to teach about the financial system as a whole. It answers basic questions like how a financial market works, who are the participants and how returns are generated for investors. The course intricately explicates the role of regulatory bodies, insurance firm operations, risk and return concepts, the commercial banking system and mutual funds.

The Financial Institutions and Markets explores the significance, operations, growth and functions of distinctive financial institutions active in the country. Also, the impact of a financial system on the overall economic development of a nation will be explained. The programme covers the significance of provident funds, credit rating agencies, small savings and pension funds.

The Financial Institutions and Markets certification course impart valuable information on mainstream financial markets of bonds, derivatives, stocks and such financial instruments. This elective course also gives a digital certificate upon fulfilling certain criteria.

The Financial Mathematics programme is an AICTE approved FDP course. It will be influential for interested candidates who want to learn about the mathematical properties and relations between economic activities and investment markets. The programme is designed by IIT Roorkee in collaboration with the NPTEL team. Professor Pradeep Kumar Jha from IIT Roorkee will be the instructor and educator for the programme. 

Financial Mathematics certification course is a twelve-week course that uses video lectures, assignments, and an in-person proctored exam as learning tools. Participants of the course will be well versed in various topics such as financial transactions, portfolio investments, forecasting and analysing market developments, and much more. 

Financial Mathematics by Swayam offers certification and requires its participants to have a basic foundation of mathematics and probability. It also lists books that can be referred to for additional information. Candidates need to sign up on the Swayam website to gain access to this online course. All the course material and video lectures are available for free upon enrollment. 

The Problem Solving, Python Programming, and Video Games training course by Coursera is an introductory programme in the field of Python programming and computer science. The programme places heavy emphasis on computer science techniques and methods such as problem decomposition, problem-solving (computational thinking), algorithms, software quality, and abstraction.

Moreover, the Problem Solving, Python Programming, and Video Games programme use the medium of video games through the Python programming language to help you consolidate various computer science techniques you have learnt throughout the programme. But the concepts are not limited to the domain of video games. Candidates can apply them to multiple other functions such as software development, machine learning, artificial intelligence, and more.

Also, the participants of the Problem Solving, Python Programming, and Video Games online course get access to the interactive learning objects. Interactive learning objects or ILO is a virtual environment integrated with the certification course to provide you with a platform for practising and developing algorithms, video games, functional test cases, and problem descriptions.

Lastly, upon successful completion of all the programme modules, practical exercises, and assignments, you will be eligible for the Coursera course completion certificate. 

The course is a thirty-hour-long course that takes up to 12 weeks of time to complete The Joy Of Computing Using Python certification syllabus. The training is an AICTE approved FDP course which is designed for the students of postgraduate and undergraduate computer science. The course is completely an online program that is made available to the students for free. The Joy Of Computing Using Python program allows the participants to have a self-paced learning experience through which they have the freedom to join or leave the session and pursue the course according to their schedules. 

The Joy Of Computing Using Python online course is provided by the Indian Institute of Technology, Madras through Swayam. The training offers the candidates a chance of getting themselves a certificate towards the end of the program. The certification is e-verifiable and can be availed only after giving a scheduled exam which needs to be applied for by making a payment of the quoted amount as exam fees. The Joy Of Computing Using Python certification course consists of the study material such as video or audio lectures, assignments, case studies, self-assessed tests, and other activities to provide a better learning experience to the students. 

The Advertising and Public Relations Online Course provided by Swayam is a 4 credit course focusing on the aspects of advertising and public relations. The course is taught by Padmini Jain of Indira Gandhi National Open University and it discusses the techniques and tools related to public relations and media planning.

The Advertising and Public Relations Certification Course helps students get a thorough idea of the theories and models of advertising, its structure, functioning and applications. It helps students understand how persuasive information functions and reaches a wider audience in multiple ways. It is an apt course for students trying to explore the world of sales and marketing.

The Advertising and Public Relations Training Course is taught with the help of self-instructional learning material and e-books wherein the assessments will be based on assignments and quizzes. The course covers important aspects of marketing and advertising that will help students to build a successful career in the future.

With the rise in competition in the market, to provide the best customer service the demand for Data Mining professionals is at an all-time high. Data Mining is the process of collecting raw data from a business and turning it into meaningful information, which can be researched to detect customer buying patterns, launching campaigns, and even detecting spam and fraud. Data Miners break down the data provided to find patterns as requested. 

Data Mining is decoding sequential patterns and associations to highlight any growing trend in customer behaviour. Companies can use Data Mining software to classify and detect information as requested. Such a technique is used in many industries such as restaurants and supermarkets.

The process of data mining involves different steps. First, data is loaded in data warehouses, then data is managed or stored in the cloud or in the company. The data is accessed by management teams, business analysts, and information technology professionals to determine how it will be organised. Then, the software forms the data on the basis of the user, and the data is then presented in an easy to share format.

The broad content of the Financial Accounting Certification course includes introductory aspects (which consist of key concepts and terms, the definitions of those key terms, the need and the necessity of financial accounting), a brief introduction to the theoretical part of double-entry accounting cycle/accounting process, and a thorough understanding about every stand of the double-entry accounting process that includes Ledger posting, Journalizing, preparation of final accounts, Summarizing. 

The online course also deals with the treatment of adjustments during the preparation of final accounts. Giving lectures and using demonstrations are the basic methods of teaching adopted for this online course. The primary objective of this online course is to provide a thorough conceptual understanding of the double-entry system accounting process to target learners, who are undergraduate management students.

Financial Accounting Certification is an undergraduate-level course offered online. It comes under the category of Management studies. It is an elective course. C.S. Dr. Manish Sitlani, Devi Ahilya Viswavidyalaya, Indore is the instructor for the Financial Accounting Certification course on the NPTEL website.  He holds a PhD in commerce and he is a qualified company secretary. He also has two post graduates in Commerce and in Management (Finance).

Financial accounting - IIT Mandi Certification is about that branch of accounting involving a process of recording, summarizing, and reporting the transactions resulting from business operations over a period of time.

Financial accounting - IIT Mandi Classes will enable a student to read and analyze financial statements of a business, companies, and corporations. 

All students get a Financial accounting - IIT Mandi Certification by Indian Institute of Technology Mandi (IIT Mandi) under the Swayam Initiative by the Government of India. 

The Management of Power Distribution Course is a massive open online course that deals with the nuances of the power sector and its management of resources. The course discusses in detail the various steps involved in the management of the power distribution process.

The Management of Power Distribution Online Course is available on the Swayam portal through expert video lectures taught over 12 weeks. The course will help learners in exploring their managerial capabilities by providing valuable insights into the role of a manager.

The Management of Power Distribution Certification Syllabus is prepared in a way to include major components of management like customer relationship management, communication skills, and financial accounting principles. The course is coordinated by Prof. Subhasis Maji of the Indira Gandhi National Open University, New Delhi.