Page 8 - Best Free Courses & Certifications - Eligibility, Fees, Syllabus, Career Options

Offered by

IIT Bombay via Swayam

Certificate

An Introduction to Programming through C++

An Introduction to Programming through C++ certification course is an undergraduate-level study. The training is based on computers and program engineering that teaches its learners problem solving using C++. It covers the basics of programming notions and arithmetic applications. Students will know the design and standard libraries of the C++ programming language.

Spread across 12-weeks of learning, An Introduction to Programming through C++ certification syllabus exposes learners to concepts such as dynamic memory allocation, recursive algorithms, and drawings. It also involves a discussion on a rudimentary graphics system. Using this safer version of computer language, candidates can design programs fast with low-level features.

Developed by the Indian Institute of Technology, Kanpur, learners can pursue the course for free. However, for An Introduction to Programming through C++ certification, students need to sit for a scheduled examination by paying the necessary fee. Candidates need to secure an average combined score in course assignments and final examination for the e-certificate.

12 Weeks

₹ Free

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Skills Covered:

C++ Programming skills

Offered by

Indian Statistical Institute, Bangalore via Swayam

Certificate

Probability –I with Examples Using R

The Introduction to Probability (with examples using R) online course is a 12-week study on probability and statistics. It targets engineering and science students who have finished their first year in undergraduate studies. Learners will also use the R package’s illustrated examples, web-references, and video lectures for an immersive educational experience.

Through the Introduction to Probability (with examples using R) certification syllabus, candidates will pick up Poisson approximations, Chebyshev inequalities, conditional expectation, and variance. Students must know basic calculus before commencing the course, and start the next module once they complete the previous week’s topics.

Developed by the Indian Statistical Institute, this elective course is an AICTE-approved FDP program. Students can enroll in the Introduction to Probability (with examples using R) by SWAYAM for free. If they wish to avail of the certificate, they must pay a nominal fee, complete the curriculum, and appear for the final exam. It’s advisable for candidates to regularly visit the website to know when the registrations begin.

12 Weeks

₹ Free

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Skills Covered:

Statistical skills

Offered by

Princeton University, Princeton via Coursera

Certificate

Networks: Friends, Money and Bytes

Networking. The dynamically changing concept of this word in today's times has brought in so many related parallels that it is almost impossible to learn about them at once. But this interesting course taught by professors of Princeton University is one place where you can get all your networking questions answered.

The Course is a self-paced online course called Networks: Friends, Money, And Bytes by Coursera. It answers all the internet related questions one might have. Right from the CDMA doubts to how the internet works and how one can take advantage by knowing the inside functioning of these tools of the day.

The course will be extremely beneficial to those willing to open an online venture as online digital marketing is closely related to networking these days. The course offers insights on

Influencer marketing a candidate can apply in the working of his venture. It throws light on how the internet is functioning and relying on amazon reviews and ratings of NetFlix.

12 Weeks

₹ Free

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Skills Covered:

Networking

Offered by

IIT Madras (IITM) via Swayam +1

Certificate

MATLAB Programming for Numerical Computation

The MATLAB Programming for Numerical Computation certification is an eight-week elective course. This multidisciplinary program falls under the disciplines of chemical engineering and computational biology. IIT Madras has thoroughly curated this curriculum, which their renowned professor, Niket Kaisare will teach.

The MATLAB Programming for Numerical Computation certification syllabus discusses one of the most popular languages used for numerical computation and teaches about its scientific computation usage. Candidates will learn about the practical use of computational techniques through several coding problems and examples. Enrolled candidates will have access to MATLAB online, which is a browser-based version of MATLAB and consists of all its features.

The MATLAB Programming for Numerical Computation training will offer weekly assignments, course lectures, and practical problems using this MATLAB software. The curriculum focuses on teaching undergraduate students to solve computational problems and familiarising them with the engineering problem’s numerical methods. Besides, candidates can also opt for the final exam and gain the course-end digital certificate.

12 Weeks

₹ Free

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Skills Covered:

Knowledge of MATLAB

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

Offered by

IGNOU via Swayam

Certificate

MEV-002: Environmental and Occupational Hazards

The Environmental and Occupational Hazards course is a 12 week-long course that discusses various types of environmental hazards, natural hazards, occupational hazards and the steps to ensure effective management of these hazards. The course will enable learners to understand the various phases and impacts of hazards.

The Environmental and Occupational Hazards online course offered by Swayam allows learners to understand the real effects of physical, chemical and biological hazards and their effect on human life and the natural environment. The course also gives an overview of the major occupational hazards that create havoc in the life of workers.

The Environmental and Occupational Hazards Certification Course is coordinated by Dr. Sushmitha Baskar and Prof. Boyina Rupini of the Indira Gandhi National Open University, New Delhi. The course will prove to be extremely useful for learners who wish to expand their careers in the field of environmental sciences.

12 Weeks

₹ Free

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Skills Covered:

Disaster Management Knowledge of Environmental Science

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

MIT Cambridge via Edx

Certificate

Collaborative Data Science for Healthcare

Traditionally, research has been viewed as a purely academic undertaking, especially in resource-limited healthcare systems. Not all countries can afford clinical trials. As such, the findings and results of studies conducted in the United States and other Western and developed countries are generalised. The Collaborative Data Science for Healthcare course shines a light on why there is a need for localised research.

The Collaborative Data Science for Healthcare programme aims to position research and data at the centre of all healthcare operations. It is an introduction and a survey of all the data science tools that are used in healthcare. The Collaborative Data Science for Healthcare syllabus includes numerous exercises and hands-on workshops to highlight the significance of a multi-disciplinary approach to data science in healthcare.

Ideally, clinicians and engineers/computer scientists should take the Collaborative Data Science for Healthcare course together, as a team. This Collaborative Data Science for Healthcare classes on data analysis is brought to you by members of the MIT Critical Data team and is a 12-week long free online course. This self-paced programme can be taken either in the paid mode or in the free audit mode. The paid mode will provide unlimited access to the course as well as a certificate of completion whereas the free audit mode will give access only for a limited duration.

12 Weeks

Expert

₹ Free

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Skills Covered:

Machine learning Data science knowledge Knowledge of Artificial Intelligence

Offered by

DAVV via Swayam

Certificate

Information Security and Cyber Forensics

The course has been structured purposefully to help the applicants with comprehensive knowledge in the domain of cyber security. In the Information Security and Cyber Forensics programme by Swayam awareness will be created so that the emerging domain of cyber security can be approached from a more professional point of view. The Information Security and Cyber Forensics certification course will be focusing on the topic of- information security, computer risks, security threats, data security, digital forensic, backup process, mobile forensics, and the laws pertaining to cyber science. The Information Security and Cyber Forensics certification syllabus will be covered over a span of twelve weeks on the e-platform. Upon completing the programme the students will have their skills enhanced on the various information systems and the security issues related to it. The applicants will thus have their skills improved on preventing any possible cybercrime and malpractice.

12 Weeks

₹ Free

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Skills Covered:

Knowledge of Cyber Security

Offered by

IIT Kharagpur via Swayam

Certificate

Cryptography and Network Security

The Cryptography and Network Security Certification Course offered by Swayam and the Indian Institute of Kharagpur aims to introduce the aspirants to areas of cryptography and cryptanalysis. This programme develops a basic understanding of the algorithms used to protect users online and to understand some of the design choices behind these algorithms. Swayam’s goal is to create a workable knowledge of the mathematics used in cryptology in this course. A huge variety of basic cryptographic primitives will be discussed during the tenure along with functional encryption, recent developments in some advanced topics like identity-based encryption, bitcoin and crypto-currency, and so on.

The Cryptography and Network Security Online Course, by Swayam, is very helpful in understanding challenges for cybersecurity that includes mobile security, cloud security, endpoint security, network security and data security. This course demands no specific qualification or educational background to learn the concepts of cryptography and network security. The course is free to enroll in and learn from. The programme instructor will be Prof. Sourav Mukhopadhyay from IIT Kharagpur. There will be industry support from Dubai (UAE), DRDO, SAG, Stratign FZE, WESSE, NTRO and ISRO available for the students. The course certification comes with the candidate's name, photograph and score in the final exam with the breakup.

12 Weeks

₹ Free

Compare

Skills Covered:

Knowledge of Cryptography

Offered by

IIT Kharagpur via Swayam +1

Certificate

Hardware Security

12 Weeks

₹ Free

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Offered by

IIIT Hyderabad via Swayam

Certificate

Online Privacy

The Online Privacy certification course is a 12-week elective programme which is online. This course is the responsibility of professor Ponnurangam Kumaraguru. IIT Madras, Swayam, and NPTEL have jointly taken up responsibility or offering a certificate jointly to all those who fulfil all the criteria related to it.

The Online Privacy training will help in understanding online privacy from an international perspective. The use of social media platforms like Twitter, Facebook, and other messaging services like Telegram and Whatsapp has risen over the years. The lack of understanding the privacy over the years for these platforms has given rise to privacy attacks in the online world both nationally and internationally. Hence this course is ideal for learning about different perspectives like cultural, psychological, and theoretical aspects of online privacy.

12 Weeks

₹ Free

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Skills Covered:

Knowledge of Cyber Security

Offered by

SPPU (UNIPUNE) via Swayam

Certificate

Cyber Crime Administration

A brief introduction to Cyber Crime Administration Certification describes how cyber security protects us from hackers, cybercriminals, and other fraudsters.

With these Cyber Crime Administration Classes, you'll study the fundamentals and cutting-edge knowledge of cyber security, in terms of both management issues and technological aspects.

The Cyber Crime Administration Certification Syllabus covers important subjects like the necessity for cyber security and cyber crime prevention techniques, as well as legal protection issues, the best security precautions, and what you can do on your own to be more secure online.

All students get a Cyber Crime Administration Certification by Savitribai Phule Pune University under the Swayam Initiative by the Government of India.

12 Weeks

₹ Free

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Offered by

IIT Kharagpur via Swayam +1

Certificate

Introduction to Automata, Languages and Computation

The Introduction to Automata, Languages and Computation programme is a 12-week course, curated by IIT Kharagpur for engineering students. This is a core course offered at an undergraduate and postgraduate level. The training is placed under the computer science and engineering category. The course also has support from the software industry.

The Introduction to Automata, Languages and Computation training elaborately discusses the automata theory. This theory is used to model the finite state system and solve computational issues using finite automata. Apart from the detailed introduction to computer science theories, the course also covers mathematical aspects which are crucial in computation.

The Introduction to Automata, Languages, and Computation certification course by Swayam does not expect the candidates to have an expert background in the content. The course uses logical methods during explanations to facilitate ease of understanding. The course begins with a basic introduction and builds up to the complex aspects of computation.

12 Weeks

₹ Free

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Skills Covered:

Knowledge of engineering

Offered by

IIT Guwahati (IITG) via Swayam +1

Certificate

C-Based VLSI Design

The C-Based VLSI Design online course is a 12 weeks program offered by Swayam, an initiative by the government of India. The online elective course includes 3 credit points. This course covers how to use high-level formulation to automatically transform a C code into a register transfer level (RTL) design using HLS. In recent years, HLS has been an important research topic in the realm of VLSI Electronic Design Automation (EDA).

This C-Based VLSI Design training will teach students how to comprehend the overall HLS flow, how to transform C-code to its corresponding hardware, how to design C-code for effective system generation, and how software application compiler optimization may assist to enhance circuit efficiency.

The C-Based VLSI Design syllabus includes advanced topics like HLS for Security, HLS for FPGA targets, HLS verification, and RTL optimizations difficulties will be discussed. This course will prepare the candidate to do research in the field of HLS. This program will also assist the student in becoming adept at the EDA industry.

12 Weeks

₹ Free

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Skills Covered:

Designing skills Knowledge of engineering

Offered by

MIT Cambridge via Edx

Certificate

Foundations of Modern Finance I

The Foundations of Modern Finance I online course is the first of a two-part series. Also, it is a part of the MicroMasters programme in finance. It introduces the fundamentals of modern finance and how they apply to business decisions such as investment, valuation, and other corporate financial decisions.

Completing the Foundations of Modern Finance I training programme by edX will equip you with the knowledge and skills necessary to take on the role of a financial advisor, financial analyst, Chief Financial Officer (CFO), or Vice President for Finance, among others.

In any productive economy, be it a developing country, or an industrialised country, finance plays a central role, by providing a mechanism for saving, investing, and liquidity. The mathematically rigorous framework of the online Foundations of Modern Finance I course will teach learners all they need to know about financial markets. Moreover, the instructors are MIT professors who will deliver data-driven insights throughout the programme. This course also provides a suitable primer if you are preparing for any CFA exams.

You can also get a certificate after completing the programme by paying additional fees. This is an instructor-led programme and can be taken in the paid mode with a certificate of completion and free audit mode. In the free audit mode, the students will have access only for a limited duration.

12 Weeks

Expert

₹ Free

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Skills Covered:

Financial knowledge

Offered by

IU Bloomington via Edx

Certificate

Financial Reporting I

The course of Financial Reporting I provided by the platform edX and designed by Indiana University provides the candidates with in-depth knowledge about the fundamental and core concepts of accounting standards and financial reporting. This course will teach the candidates to shift their focus towards the assets of the balance sheets and measure as well as the report about the same.

The candidates will also gain expertise about procedures to measure the incomes and revenues on statements of income. This course is helpful for those candidates who want to build a career in accounting and finance, as the contents of the course are designed to provide all-round education about the same field.

The contents of the course are divided into 12 weeks and the students can easily complete it by putting in an effort of 8 to 12 hours weekly. Students who choose to obtain certification will also be given the facilities of graded assignments that will further motivate them to improve and get better in their studies.

12 Weeks

Expert

₹ Free

Compare

Skills Covered:

Financial Management

Offered by

Columbia University, New York via Edx

Certificate

Machine Learning

Machine learning certification course by edX primary stage starts from the core development of computer programs that can acquire data and use it to learn for themselves. The course served by edx will guide the candidate through various topics that include, matrix factorization, classification and regression, topic modelling, sequential models, clustering methods, and model selection. In the first half of the course, we will cover guided learning techniques for regression and classification.

We will explore several fundamental methods which will be essential for performing this task and optimizing it with algorithms. In the second half of the Machine learning training course, we will shift to unguided learning techniques, where the end output will be more unpredictable based on a corresponding input. Any student or professional with knowledge of undergraduate probability, statistics, linear algebra, calculus, probability, and statistical concepts can enroll in this course. The course has a tenure of 12 weeks, where only 8-10 hours per week can push the candidate towards excellence. Under the guidance of ColumbiaX (Columbia University) after successful completion, every student will get a verified certificate with the institution's logo. Also Read: Machine Learning Practical Applications.

12 Weeks

₹ Free

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Skills Covered:

Machine learning

Offered by

IIT Madras (IITM) via Swayam +1

Certificate

Introduction to Machine Learning

Candidates looking for an undergraduate or postgraduate course in machine learning should enroll in the Introduction to Machine Learning program. It is an elective twelve-week course in the field of computer science and engineering, programming, artificial intelligence, and data science. A collaboration of IIT Madras and NPTEL, this course is an initiative by the Ministry of Education, Government of India, and is available on the learning platform Swayam.

Introduction to Machine Learning certification will be taught by professor Balaraman Ravindran. The syllabus includes various topics from the data-driven disciplines such as machine learning and analytics. Candidates will be introduced to different learning paradigms and some popular algorithms and architectures used in these paradigms.

Introduction to Machine Learning is an online free audit course that offers an e-certificate for interested participants. Candidates will attend the online lectures, and submit assignments periodically. There is also an optional offline examination for participants who want to achieve certification.

12 Weeks

₹ Free

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Skills Covered:

Knowledge of Algorithms Machine learning Data science knowledge

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