Page 24 - Best Free Courses & Certifications - Eligibility, Fees, Syllabus, Career Options

Offered by

IIT Delhi via Swayam

Certificate

Scientific Computing using Matlab

12 Weeks

₹ Free

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Offered by

Harvard University, Cambridge via Edx

Certificate

CS50's Introduction to Game Development

12 Weeks

Intermediate

₹ Free

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Offered by

IIT Kharagpur via Swayam

Certificate

Computational Fluid Dynamics

The Computational Fluid Dynamics online course is a 12 weeks program offered by Swayam, an initiative by the Ministry of Education, Government of India. CFD, or computational fluid dynamics, is a subfield of continuum mechanics concerned with the simulation analysis of heat transfer and fluid flow issues. The Computational Fluid Dynamics training covers analytical solutions to various differential, integral or integro differential models found through mathematical modelling of any continuous issue confined to basic geometries.

Analytical solutions cannot be derived for the majority of cases of practical importance, and a numerical method must be used. Computational Fluid Dynamics syllabus covers the technique of getting approximate numerical solutions using digital computers in the subject of mechanics. Computational Fluid Dynamics refers to the same approach for thermo-fluidic issues. CFD is concerned with providing an approximate analytical solution to the continuity equation focused on the basic conservation laws of momentum, mass and energy.

12 Weeks

₹ Free

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Skills Covered:

Knowledge of engineering

Environmental Impact Assessment for Environmental Health

Offered by

IGNOU via Swayam

Certificate

MEVE-001: Environmental Impact Assessment for Environmental Health

The Environmental Impact Assessment for Environmental Health course is 12 week-long that analyses the impacts of every human activity that is affecting the course of nature and the environment. The course points at the crucial need for environmental impact assessment to calculate the extent of harmful effects caused by various developmental activities of humans.

The Environmental Impact Assessment for Environmental Health Certification Course offered by Swayam attempts to explain in detail the environmental impact assessment tool and its role in building up a stable and sustainable environment. The course puts forward the major challenges to sustainable environmental systems and the ways to tackle them.

The Environmental Impact Assessment for Environmental Health online course is a massive open online course coordinated by Prof. B. Rupini and Dr. Sushmitha Baskar of the Indira Gandhi National Open University. The 4 credit course is taught over a period of 12 weeks through expert lectures. The course will be of great help to students who are focusing their careers in environmental sciences.

12 Weeks

₹ Free

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Skills Covered:

Knowledge of Environmental Science

Offered by

IIT Kharagpur via Swayam +1

Certificate

Immunology

The Immunology course is an online course being offered by Swayam. Swayam is an initiative of the Government of India to provide education to students who do not have the required resources. It intends to provide the resources to bridge the digital gap between the students.

This course by Swayam has been built to provide the learners with a broad introduction of the fundamentals of Immunology. Participants of the course will learn about various concepts of immunology starting from cells of the immune system, antibody structure and function, innate and adaptive immune systems, hypersensitivity, TCR rearrangement, humoral immunity, basic immunological techniques, autoimmunity, monoclonal antibodies and vaccine production.

This course is a blend of the basics of immunology as well as the advanced topics. This course will be useful for undergraduate students of Life Science and Biotechnology and students from any branch of life science keen on gaining knowledge about immunology.

12 Weeks

₹ Free

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Skills Covered:

Knowledge of Microbiology

Offered by

IIT Bombay via Swayam +1

Certificate

Maternal Infant Young Child Nutrition

Maternal Infant Young Child Nutrition is a free course on infant young child nutrition and takes on malnutrition which is one of the greatest challenges in India. The online course longs for 12 weeks and demands 2.5 hours of online sessions per week. Maternal Infant Young Child Nutrition Certification Course will cover malnutrition, nutrition science, newborn care, anthropometric assessment, maternal nutrition, techniques of breastfeeding, and the like.

Maternal Infant Young Child Nutrition Certification is a joint venture of Swayam and IIT Bombay. The course is approved by AICTE and can be enrolled by undergraduates and postgraduate-level learners. So far, more than 2,000 people have registered and taken the online program. Though the Maternal Infant Young Child Nutrition Certification by Swayam is free, the students will have to pay the fee and appear for the exam to get the certification.

12 Weeks

₹ Free

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Skills Covered:

Knowledge of nutrition

Offered by

IU Bloomington via Edx

Certificate

Taxes and Decision Making

The Taxes and Decision-Making course by edX impart knowledge to the candidate in areas like tax planning, strategies in tax-paying, income deduction, and tax compliance. This course helps the learners to build an accounting foundation on United States federal income taxation. The candidate would be able to reduce the present value of taxes by pursuing this course.

This course covers concepts that help the candidate to differentiate financial accounting standards from the federal income tax laws. This course also helps the candidate to gain knowledge of financial tools that would help the participants to make better decisions that would maximize their earnings.

The certificate provided at the end of the course can be easily shared on a CV or resume. They can also be posted directly on platforms like LinkedIn. The achievement certificate of the candidate contains a sign of the instructor and logo of the institution which increases the job prospects of the participant.

12 Weeks

Expert

₹ Free

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Skills Covered:

Knowledge of Taxation

Offered by

IU Bloomington via Edx

Certificate

Digital Ecosystem Infrastructure

The course is about cloud computing which is a foundational capability for the success of business information systems. Cloud computing will fulfill the needs that the businesses need to adapt in the digital world such as scale, operating flexibility, and agility.

Under this course, the candidates will explore components of virtualization, deployment on the cloud, network architecture, cloud computing models, and the Internet of Things. They will also learn the impact that cloud computing has on information technology and the advantages of cloud computing in a business environment.

The course Digital Ecosystem Infrastructure is for 12 weeks and will require the candidates to put in an effort of 8-10 hours a week and is an instructor-led course on a schedule. As it is an introductory level course the candidates will need no prior knowledge to enrol for this course. Candidates can either choose to audit the course without a certificate or via verified track by paying a fee which makes them eligible for the course certificate.

Candidates doing this course by the verified track will have to purchase a textbook to complete the course successfully.

12 Weeks

₹ Free

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Skills Covered:

Knowledge of cloud computing Knowledge of IT industry

Offered by

IIT Kharagpur via Swayam +1

Certificate

Natural Language Processing

The Natural Language Processing is an online course offered by the National Programme on Technology Enhanced Learning (NPTEL)-Swayam, which is an educational initiative of MHRD in association with seven IITs and the IISc, Bangalore to provide quality education to anyone interested to earn a certification form these reputed institutes.

The Natural Language Processing Certification helps the participants to build a thorough understanding of natural language processing (NLP) which is very crucial for many analytics tasks that involve text content and text processing and became very common thanks to the arrival of social media.

The Natural Language Processing Certification by NPTEL-Swayam helps the candidates to delve into the foundation and basic concepts of NLP along with hands-on sessions to make them capable of dealing with a problem and building applications on their own. The learners will study language modelling and applications of text mining such as text summarization, text classification, sentiment analysis, opinion mining, etc.

12 Weeks

₹ Free

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Skills Covered:

Natural Language Processing

Offered by

IIT Kanpur via Swayam +1

Certificate

Computational Complexity Theory

The Computational Complexity Theory program offers a great learning experience in the field of computational complexity theory. Students who pursue this course will come to know different topics every week through this course. Candidates will be informed on topics like hierarchy theorems, types of complexities, limitations, etc. The Computational Complexity Theory online course offers full-time access to the course with no limitations or restrictions related to the timings of the course or attendance. Students are requested to own a stable internet connection and a system through which they can log in to the course.

The Computational Complexity Theory training offers a certificate towards the end of the course only if the candidate agrees to pay the exam fees and qualifies the same fulfilling the minimum eligibility criteria. The course takes 12 weeks of time to complete the Computational Complexity Theory certification syllabus. However, students can choose to take longer than the estimated time since this is a self-paced learning program. The course provides a professional level of training and can be taken up by candidates who are interested in computer science.

12 Weeks

₹ Free

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Skills Covered:

Mathematical skill

Offered by

IIT Delhi via Swayam +1

Certificate

Computational Geometry

The Computational Geometry training is a 100 percent verified and online course. Candidates have all the freedom to take up this course as a free course or they can also go for the paid version of the course. Both the versions have the same facilities and study material except they get certified on the completion of the program by paying the quoted amount and qualifying for the proctored exam.

The Computational Geometry certification is an undergraduate level program and is provided by the Indian Institute of Technology, Madras by the platform of Swayam. The course is about computational geometry and covers numerous topics such as convex hull and algorithm, arrangements and levels, shape analysis, etc. Candidates who get into this course will be able to gain information on visibility problems, applications of computational geometry, range searching, and many more topics. There are no limitations regarding the timings of this course and hence candidates can log in to the course whenever and however they want. Participants can take as much time as they want to pursue this course as it is a self-paced course while mentors will take 12 weeks of time to complete the whole Computational Geometry certification syllabus of the course.

12 Weeks

₹ Free

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Skills Covered:

Mathematical skill Knowledge of Algorithms

Offered by

CMI Chennai via Swayam

Certificate

Model Checking

The Model Checking certification course is a 12-week elective programme that is entirely online. This course is the responsibility of the Chennai Mathematical Institute professor Srivathsan. Swayam, IIT Madras and NPTEL have jointly taken up responsibility along with the institute to offer a certificate jointly.

Over the years the use of safety-critical systems including embedded software that is dealt with in regular life has increased. Hence this online Model Checking training course is a great introduction to learning the tools that are required for model-checking. Model checking is nothing but a research field that looks after the challenge of making use of models in controller verification. Ultimately the main aim of the course is to give the students a look at the system which is used mainly for finite-state machine extensions.

12 Weeks

₹ Free

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Skills Covered:

Knowledge of engineering

Offered by

IIT Kharagpur via Swayam +1

Certificate

Problem Solving through Programming in C

Language C has been used widely to understand programming. The Problem Solving through Programming in C certification by Swayam aims to formulate simple algorithms, use pointers, arrays, and structures, and apply programming to solve mathematical problems. The course provides a perfect blend of theory and practical problems.

The Problem Solving through Programming in C certification syllabus will cover essential topics like concepts of programming, the different constructs that are used in programming, and how this programming tool is used to solve various problems. The latter includes mathematical problems that can be solved logically as well as through proper data representation.

Besides, the Problem Solving through Programming in C online course is taught by Prof Anupam Basu from IIT Kharagpur from the department of computer science and engineering. Through this short course, the candidates will be well equipped with the logic and flow of programming and how to write a good program for a computer.

12 Weeks

₹ Free

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Skills Covered:

Programming skills Knowledge of Programming algorithms

Offered by

Harvard University, Cambridge via Edx

Certificate

CS50's Web Programming with Python and JavaScript

The CS50's Web Programming with Python and JavaScript Course is an intermediate-level course dealing with core concepts of computer programming languages and their functions. Learners are required to have prior experience in any programming language or knowledge of computer networking and computer applications.

The CS50's Web Programming with Python and JavaScript Training Course is suitable for learners who are interested in starting their careers in computer science. The course offered on the edX platform discusses the vital aspects of topics like database design, security, scalability and user experience. The course is coordinated by David J. Malan and Brian Yu of Harvard University.

The CS50's Web Programming with Python and JavaScript Online Course is taught over 12 weeks and delivered through informative course materials. The course is taught in a self-paced manner with a total focus on the intellectual development of the learner. Upon successful completion, learners will obtain a shareable certificate after paying the prescribed fee. The free access to the programme will be only for a limited duration.

12 Weeks

Intermediate

₹ Free

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Skills Covered:

Programming skills Knowledge of Python Computer skills Java Knowledge of Algorithms

Offered by

IIT Kharagpur via Swayam +1

Certificate

Programming in Modern C++

The Programming in Modern C++ certification course is offered in online sessions by Swayam for a period of 12 weeks. The course has been partnered with the Indian Institute of Technology, Kharagpur, and NPTEL supports Swayam with this course. Partha Pratim Das of IIT Kanpur leads this course successfully for the students who are participating in the programming in modern c++ course.

The Programming in Modern C++ training will help the students learn about the entire family related to Object-Oriented Programming and get acquainted with a proper foundation in Python, and Java as required. Python knowledge is required as C++ is the mother of the different programming languages. This programming course offers a multi-paradigm encompassing procedural and functional programming.

12 Weeks

₹ Free

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Skills Covered:

Programming skills

Offered by

IIT Kharagpur via Swayam +1

Certificate

Object Oriented System Development Using UML Java and Patterns

12 Weeks

₹ Free

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Offered by

IIT Gandhinagar (IIT GN) via Swayam +1

Certificate

Getting Started with Competitive Programming

12 Weeks

₹ Free

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Offered by

Columbia University, New York via Edx

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.

12 Weeks

₹ Free

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Skills Covered:

Supply Management

Offered by

IIT Kharagpur via Swayam +1

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.

12 Weeks

₹ Free

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Skills Covered:

Supply Management

Offered by

IIT Kharagpur via Swayam +1

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.

12 Weeks

₹ Free

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Skills Covered:

Knowledge of Python Knowledge of cloud computing Networking Data science knowledge

Offered by

Columbia University, New York via Edx

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.

12 Weeks

₹ Free

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Skills Covered:

Marketing skills

Offered by

IIT Roorkee via Swayam +1

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.

12 Weeks

₹ Free

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Skills Covered:

Marketing skills

Offered by

IIT Kharagpur via Swayam +1

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.

12 Weeks

₹ Free

Compare

Skills Covered:

Marketing skills

Offered by

IIT Kanpur via Swayam +1

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.

12 Weeks

₹ Free

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Skills Covered:

Operations analysis

Offered by

IIT Roorkee via Swayam +1

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.

12 Weeks

₹ Free

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Skills Covered:

Statistical skills Data science knowledge Knowledge of Python

Offered by

IIT Kanpur via Swayam +1

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.

12 Weeks

₹ Free

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Skills Covered:

Decision making skills Data science knowledge

Offered by

IIT Kanpur via Swayam +1

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.

12 Weeks

₹ Free

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Skills Covered:

Statistical skills Data science knowledge

Offered by

IIT Kanpur via Swayam +1

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.

12 Weeks

₹ Free

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Skills Covered:

Data science knowledge

Offered by

IIT Madras (IITM) via Swayam +1

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.

12 Weeks

₹ Free

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Skills Covered:

Database knowledge

Offered by

University of Naples Federico II, Naples via Edx

Certificate

Robotics Foundation II – Robot Control

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.

12 Weeks

Intermediate

₹ Free

Compare

Skills Covered:

Robotic skills

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