Mathematics Certificate Courses

There has been a lot of advances in computer hardware and software libraries. Due to this, we can undertake scientific computing that requires high precision and with relative ease. Tools in Scientific Computing program is an elective course that explores various methods of computing. It emphasizes hands-on implementation while covering all the theory-based topics. The course will talk about major problems you might encounter while implementing these scientific computing tools. 

The syllabus of Tools in Scientific Computing certification has been developed by faculty at IIT Guwahati. This AICTE approved FDP course is available on Swayam, an online learning platform with support from the Government of India. Professor Aditya Bandopadhyay will be teaching this course. This is an undergraduate/postgraduate course in mechanical engineering, computational mechanics, and computational engineering.  

Tools in Scientific Computing is a digital course that uses assignments and practical usage of Python, GNU Octave, and C-based PETSC as learning tools. You can also opt for an e-certificate by sitting for an offline exam at the end of the term. 

The ‘Calculus for Economics, Commerce and Management’ certification is a study of the mathematical tools and techniques to evaluate problems and solve problems to arrive at logical conclusions. This online course offers a better understanding of the scope of calculus in economics, commerce, and management domains. This free online certification is provided by Swayam in collaboration with the National Programme on Technology Enhanced Learning (NPTEL). 

Prof. I. K. Rana, an emeritus fellow from the department of mathematics at the Indian Institute of Technology Bombay will be the course instructor for this program to guide the students in developing their foundational skills of the concepts of calculus and its applications. The course classes are scheduled for eight weeks and the students are expected to form discussion groups to optimize the learning experience aided by the online resources and references. 

The ‘Calculus for Economics, Commerce and Management’ online certification program helps students receive an E-certificate at the end of the course after completing the course and assessments with the two credit points.

The ‘First Course on Partial Differential Equations - II’ online course is designed for the students to enable them to learn about the mathematical concepts and theories of partial differential equations and their applications. This certification program is provided by Swayam, a free online education portal in association with National Programme on Technology Enhanced Learning (NPTEL). The course classes are organized for a time period of eight weeks.

The instructors for this training program are professor A.K. Nandakumaran, faculty at the department of mathematics in the Indian Institute of Science Bangalore, and professor P.S.Datti a former faculty member of the Tata Institute of Fundamental Research-Centre for Applicable Mathematics, Bangalore. The curriculum is delivered through videos, lectures, books, other online resources, and the students are assessed by the weekly assignments and the final certification exam.

The ‘First Course on Partial Differential Equations - II’ online training offers the students with certification and credit points at the end of the course for the eligible candidates. 

The ‘Introduction to Abstract Group Theory’ online certification course is offered for the students to understand the concepts of abstract groups. The course enables students to study the definitions, fundamental properties, and structuring theorems in group theory. This free online certification program is provided by the Swayam online portal with the National Programme on Technology Enhanced Learning (NPTEL).

The instructor for this online program is professor Krishna Hanumanthu from the Chennai Mathematical Institute (CMI). The classes of this online training program are conducted for eight weeks in an online virtual environment aided by videos, lectures, course modules, examples, books, references, and other online resources. The students of this core course in their undergraduate or postgraduate level will gain both theoretical and hands-on insights with this course.

The ‘Introduction to Abstract Group Theory’ online course helps students receive certification according to the eligibility standards at the end of the course with credit points worth the certification.

The ‘Introduction to Abstract and Linear Algebra’ online certification course is developed for the students to get introduced to the theories and principles involved in the domain of abstract and linear algebra. This free online training is provided by the Swayam online education portal in collaboration with the National Program for Technology Enhanced Learning (NPTEL). The classes of this program are held in the virtual platform with the videos and lectures aided by books, references, and other resources for a period of eight weeks.

This core course is drafted for the undergraduate and postgraduate students of the engineering and science fields to gain from the theoretical and practical insights on the applications of these mathematical concepts. The course instructor is the associate professor Sourav Mukhopadhyay, faculty in the department of mathematics at the Indian Institute of Technology Kharagpur.

The ‘Introduction to Abstract and Linear Algebra’ online certification course enables the candidates to receive a certificate with two credit points by the end of this All India Council for Technical Education approved course.

The Probability for Computer Science Certification Course is a massive open online course that discusses the important topics in probability. The course available in online format on the Swayam learning platform is not a typical mathematics course. The course will familiarise learners with the concepts of probability along with its applications in algorithms and computer science. The Probability for Computer Science Training will be provided by Prof. Nitin Saxena of IIT Kanpur. The course will be taught via video lectures and is aimed at the undergraduate or post-graduate level. The model of assessments constitutes assignments and exams upon completion of which, learners will receive the  Probability for Computer Science Certification by NPTEL and IIT Kanpur.

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

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

Probability and Stochastics for Finance Certification will start with basics of probability as a tool to understand randomness and introduces the candidates to the main concepts, notions and results of stochastic financial mathematics.

Probability and Stochastics for Finance Classes provides necessary information for those individuals and professionals dealing with stochastic calculus and pricing in the models of financial markets such as SENSEX, NIFTY and operating under uncertainty.

All students enrolled will get a Probability and Stochastics for Finance Certification by Indian Institute of Technology Kanpur (IIT Kanpur) under the Swayam Initiative by Government of India. 

The Modern Algebra certification course explores algebra's role in abstracting geometric concepts and numbers, offering insights into their fundamental properties and enabling manipulations beyond direct means. It caters to undergraduate science and engineering students over an 8-week duration, highlighting algebra's pivotal applications in real-world scenarios, especially within Computer Science and Engineering's foundational realm.

With the Modern Algebra certification by Swayam, students delve into algebra's abstract nature, grasping its profound implications on geometry and numeric principles. By manipulating these abstractions, the course showcases how algebra fuels real-life mathematical applications, serving as a vital toolset for problem-solving and computation in science, engineering, and computing disciplines.

The coursework of the Introduction to numerical analysis course by Coursera has been structured to give the learners an insight into the various concepts of Numerical analysis and to help them develop their career in that direction. This course aims at enabling the candidates to have a detailed understanding of the process of numerical computing which requires assembling building blocks into computational pipelines and a basic understanding of its numerical methods, their strengths, limitations, failure modes and weaknesses. 

Through this coursework, the participants will be trained to analyze and develop the primary characteristics of numerical algorithms. They will be able to represent them with diverse classic problems in numerical mathematics. The process of implementing constructions into working prototypes of numerical code will also be taught. This course is being instructed by Evgeni Burovski who is an assistant professor at the School of Applied Mathematics at HSE.  The instructor ensures to deliver the programme in an interactive manner by including discussion forums, projects, e-learning videos and practice exercises as a part of conducting classes. This course is being offered by the National Research University Higher School of Economics on Coursera.

Harvard University is offering the Fat Chance: Probability from the Ground Up course in partnership with edX. It is a seven-week programme that will cover probability and statistics up to the college level. Thorough video lectures support the programme curriculum. It will enable you to have a deep understanding of what lies at the core of quantitative reasoning.

By taking the Fat Chance online training programme, you will rise over learning through rote formulae and term memorisation. You will hone your basic counting skills, along with their application to probability problems. The curriculum of the programme will also take you through the concepts of expected value, normal distribution, and variance. 

The probability from the Ground Up course by edX will train you to solve even the most complex problems based on stats and probability. Being a self-directed trainer, you can take your time to practice and learn the concepts as per your schedule. Also, as Harvard University is offering the course, the instructors will belong to the premier institution. The programme has two enrolment options; paid certificate mode and free audit mode. In the free audit mode, the students can get access to the programme only for a limited duration. 

The Automata Theory online course is an advanced computer science course developed by Stanford University. It covers finite automata, regular languages, regular expressions, non-deterministic and deterministic automata. Your instructors will also discuss closure properties, decision properties, and pumping lemma for regular and context-free languages.

The Automata Theory certification syllabus covers the Tuning machine. It is a kind of automaton that defines recursively enumerable languages (languages defined reasonably by a computing device of any sort). The curriculum then moves on to the theory of intractability. You will gain expertise in NP-complete problems, a class of intractable problems, as well.

The video lectures are delivered in English, and to help learners follow along, English transcripts are also available. Though it is a self-paced learning programme, you should ideally be dedicating five-to-ten hours to the Automata Theory training. After completing the seven-week training, you can purchase a shareable completion certificate from edX. It will help you highlight all your achievements and increase your employability. Edx has 2 tracks namely the verified track and the audit track which allows the students to finish off the course. During the verified track, the candidates will get unlimited but paid access to the course materials. In the audit track, the candidates will be getting limited but free access to the course materials. 

Learn about the fundamental mathematical concepts of kinematics, calculus, projectile motion, trigonometric functions, vector calculations, and much more, in the A-level Mathematics for Year 13 Course 2 certification course. The Imperial College of London has designed this course to help you succeed in an A-level maths exam with an A* grade. 

The A-level Mathematics for Year 13 Course 2 syllabus delves deeply into topics like general motion, projectile motion, integration and differentiation methods, graphs, diagrams, mathematical symbols, equilibrium, and more, to polish your skills and make you fully prepared to pursue STEM degrees. This is a comprehensive training program that lasts for seven weeks. 

During the A-level Mathematics for Year 13 Course 2 online course, candidates will acquire 360-degree theoretical knowledge and develop skills like problem-solving, fluency, and confidence. Created by the Imperial College, this course is available on edX for free. Candidates can also opt for certification at the end of the programme. The course is self-paced but there is a time limit until which the course remains accessible in the audit mode. But in the case of the verified track, the candidates will have unlimited access but they need to pay some amount.

Imperial College London’s A-level Mathematics for Year 12 – Course 2 certification focuses on helping candidates ace their A-level mathematics tests. Through an in-depth curriculum, the program intends to help students consider how everything they know about mathematics, fits into its vast world. Within a short span of seven weeks, the course content imparts all the vital learnings to shape the candidates as experts in this subject.

Spanning seven modules, the A-level Mathematics for Year 12 – Course 2 certification syllabus covers integral topics, ranging from Newton’s laws and calculus to statistical hypotheses. Through these, you’ll be able to test your initial skillset, correctly understanding how background expertise underpins this A-level programme.

Additionally, the A-level Mathematics for Year 12 – Course 2 training will help you gain the necessary skills such as fluency in applying appropriate answering methods. Candidates ace the confidence of assessing mathematical procedures, problem-solving, deep reasoning through proofs and formulae, and constructing mathematical arguments using critical tools.  Aspirants can also choose the paid accreditation to become verified candidates.

The candidates are given the option of two tracks to choose from so that the course can be completed. Both the course tracks are self-paced but there is a time limit until which the course remains accessible in the audit mode. Again, in the case of the verified track, candidates will be able to access the course materials for an unlimited period of time.

The A-level Mathematics for Year 13- Course 1 by edX is an intermediate-level training, built to help course-takers develop the required skills to ace undergraduate STEM degrees and gain an A*. The curriculum houses seven modules, covering vital topics such as Functions, Algebra, Sequences, Trigonometry, Numerical Methods, etc., thus helping learners gain full competency in A-level Maths.

Offered by Imperial College London, the A-level Mathematics for Year 13- Course 1 certification helps students understand how their knowledge fits into the extensive mathematical world. The curriculum helps them become fluent in various appropriate methods, covering all the core areas. Upon completion, students have ample confidence, deep reasoning skills, problem-solving abilities, and the required knowledge to efficiently put forth mathematical arguments. 

The online A-level Mathematics for Year 13- Course 1 training is for seven weeks, which students can learn in a self-paced manner, using pre-recorded video lessons. After finishing the program, they’ll house the best techniques and skills to apply in their A-level study. If candidates wish to, they can buy the shareable edX certificate, though the course is entirely free. The candidates are given the option of two tracks which may be chosen so that the course can be completed. 

Both the course tracks are self-paced but there is a time limit until which the course remains accessible in the audit mode. But in the case of the verified track, the candidates will be able to access the course materials for an unlimited period of time.

The A-Level Mathematics for Year 12 online course is designed and provided by edX in partnership with Imperial College London.  The program aims to provide you with enough skills to help you ace your A-level maths examinations. Aside from the examination perspective, the course will also encourage you to apply your mathematical learnings to the wider mathematical world.

The A-Level Mathematics for Year 12 certification syllabus is divided into seven modules. These modules cover coordinate geometry, inequalities, polynomial theorems, statistics, graphs, curves, and much more. They are designed to imbue you with mathematical fluency and confidence, along with the ability to construct a well-reasoned mathematical argument and problem-solving prowess.

After completing the A-Level Mathematics for Year 12 by edX, you will have a deeper understanding of the techniques and skills you can apply during your A-level study. What’s more, you also have a chance to earn a course completion certificate at the end of the course. All you have to do is pay a minimal fee, and you’ll get a shareable, verified document that you can showcase to the world and improve your job prospects. Students may enroll in any of the tracks namely verified and audit tracks which may help the candidates learn the prgramme. During the audit track, learning is free for a limited time period whereas during the paid verified track learning can be done for an unlimited period of time.

In today’s world where technology has become a part of everyone's life without us even noticing it, Computer science plays a very important role. Because of this computer science has become a field where there is a maximum requirement of the workforce with the workers having the maximum level of skill and knowledge about the same. Every candidate who chooses to become a great programmer in the future aims to sharpen his/ her skill in computer science, for which they need to have a strong hand in their mathematical skills. 

The main aim of mathematics is that it helps in imparting the students with the art of analysing, understanding and reading any problem that arises and helps them to come up with an effective solution before it hinders their work or the programme. It gives the candidate great analytical skills by teaching them how to utilize algorithms.

This shows how important mathematics is for the candidate who opts for computer science. To upgrade these skills Coursera has come up with the Mathematics for Computer science course which will make the candidate field ready for their future and help them understand computer science in a perfect way.

The online program offered by edX imparts wisdom to the participants in the concepts like preconditioning, linearity, newton's local method, modeling, transformations, solving equations, newton's method, descent methods, optimality conditions, formulation, convexity, differentiability, one variable, several variables, inexact line search, preconditioned the steepest descent, conditioning, and quadratic functions.

The certificate is offered to the successful participants on course completion. The certificate has the signature of the instructor and it is verified by the institution. The Optimization: principles and algorithms - Unconstrained nonlinear optimization online course is offered by edX in association with EPFL. The candidates can easily complete the Optimization: principles and algorithms - Unconstrained nonlinear optimization certification course with only 6 to 8 hours of effort needed on a weekly basis.

Optimization: principles and algorithms - Unconstrained nonlinear optimization training is a self-paced course, meaning that it allows its candidates to learn and grow at their own pace and time. The introductory level course also includes the facility of financial aid so that any candidate’s financial instability doesn't come in their way to a promising career.

The Probability: Basic Concepts and Discrete Random Variables course has been formulated by the experts to provide the details of mathematical probability about data science as a domain. The programme will further help students to carve out a career in the field of data science and as actuarial scientists. 

The course contains- sample space, Bayes theorem, expected values, CDFs, conditional probability, and many more. The Probability: Basic Concepts and Discrete Random Variables online course discusses important models with respect o]to probability distribution models including- binomial distributions, Bernoulli theorem, negative binomial distribution, geometric distribution, possession distribution, and uniform distribution. The Probability: Basic Concepts and Discrete Random Variables training will introduce the enrolled applications with probability mass functions and joint distribution methods so that they can learn about mathematical probability in detail meet their expected career goals and gather more information in the area of science and computers.

This course is self-paced which means the students will be able to access the course content in their own preferred time. The candidates will only be getting a limited period to view and learn the course content in the audit mode whereas the verified track offers unlimited course access along with a certification of completion.

Probability: Basic Concepts and Discrete Random Variables Online Course helps candidates to learn about the different models involved in this field. It acts as an information booster for all the participants who want to brush up their skills and build their careers in the information sector. Different models have been given importance as this is the area where candidates find it difficult to understand the programme.

The experts will be guiding the candidates throughout the Probability: Basic Concepts and Discrete Random Variables Training. Assignments, projects, and quizzes are part of the learning which helps participants to know their learning and clear their doubts. The interconnection between the distribution has been well discussed in the Probability: Basic Concepts and Discrete Random Variables Certificate.

The Course also has an add-on where certificates will be given after they complete Probability: Basic Concepts and Discrete Random Variables certification. The certificate can be used in the future for better jobs and salary hikes. The participants shall have confidence in themselves for sharing their learning in the course. Edx offers two different tracks, out of which one may be chosen to finish the course. The audit access will be offered if the candidates want to finish the course for free, and that too without a certificate. On the other hand, the candidates who want unlimited access to te course content must pay for the verified track access, and get a certificate after course completion.

Calculus and differential equations make up the most essential concepts in engineering. The Engineering Calculus and Differential Equations certification syllabus will help you understand the ways to find out voltages and currents in connected network components or how an exploratory probe is launched by flight engineers.

Furthermore, the Engineering Calculus and Differential Equations course by Edx touches upon the fundamentals of single-variable calculus and ordinary differential equations. The course is application-oriented and helps in applying mathematical skills to solve real-world engineering problems. It will also help you control and monitor a system as per your needs.

The Engineering Calculus and Differential Equations online course is offered by the University of Hong Kong. The online course faculty includes professors Kwok Wing Chow and Kai Man Tsang, with experience in mathematics and mechanical engineering. The program also equips you with the skills to construct a simple model of change and to arrive at consequences. 

The candidates may enroll in this course for free or by paying a certain amount of money. There are 2 tracks namely verified or audit track which offers direct access to the course materials. If the candidates opt for the verified mode they are entitled to unlimited access and if they opt for the audit access, they are going to receive only limited access to the course materials.

Mathematics as a subject can be challenging for many students who often develop a negative view of the subject. However, a different approach towards math can help students learn it better and more efficiently. The How to Learn Math: For Students, an online course by edX aims to introduce a new approach towards learning maths effectively. 

The How to Learn Math certification is well-curated, boasting an information-rich curriculum covering various misconceptions often associated with mathematics. You will learn new learning techniques and strategies to help you form a positive view of the subject. 

edX's How to Learn Math program features several videos specially designed for interactive and engaging learning. This online course is free, and you do not require any prior knowledge to enroll. The prestigious Stanford University has been developed and will help you change your mindset towards maths. Besides, you can cover the How to Learn Math syllabus in a span of six weeks by putting in at least 1-3 hours of weekly study. 

Maths Subject Knowledge: Fractions, Decimals, and Percentages certification is a 6 weeks online course that is formulated by FutureLearn, and National STEM Learning Centre, and the accreditation is given by The CPD Certification Service. This course has been identified to cater to the needs of teachers who want to learn maths even when they don’t have any background in that subject so that they can teach the students with ease.

Maths Subject Knowledge: Fractions, Decimals, and Percentages certification syllabus include mathematical concepts like fractions, percentages, ratios, and decimals. Fractions can be a tricky concept to teach students, and this course makes it simpler to understand and then convert this knowledge to teaching.

Maths Subject Knowledge: Fractions, Decimals, and Percentages training will help the teachers to explore fractions so that new approaches can be considered for teaching, making it easier for their students to grasp the concepts and giving them a better understanding of other related concepts in maths. It will also help students gain content of the structure of maths behind fractions.

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Mathematics Certification Courses

The course of inferring causal effects from the observational data offered by the platform of Coursera is free of cost course. The enrolled candidate can get a certificate for this course after paying a fixed amount according to the guidelines of the Coursera platform. The duration for this course is 5 weeks. This course is taught under the guidance of experts from the University of Pennsylvania. The E-certificate is available after the completion of this course.

The enrolled candidates will be provided with all the quizzes, assignments, video lectures, web links for books and references. As this course is free of cost and online, it is easily accessible for all the sections of society. Financial aid is also provided. The course of inferring causal effects from the observational data is highly recommended for all the students, teachers and researchers who are interested in this field. Financial aid is also available for all learners who cannot afford the fee. Total 33 percent of people started a new career after completing this course and 29 percent of them got career benefits after pursuing this course.

Optimization: principles and algorithms - Linear optimization course can act as the perfect opportunity for all the candidates who want to explore various concepts related to linear optimisation, duality & the simplex method. The content has been designed in a very carefully planned manner, to get the candidates thoroughly comfortable with the simplex method, its impact, and various applications. Optimization: principles and algorithms - Linear optimization program meticulously covers the conditions required for an optimal solution, which are necessary & contribute significantly to the swiftness of the operations and the overall learning of the course. 

Optimization: principles and algorithms - Linear optimization training course heavily relies on the concepts of linear algebra such as rank, matrices, pivoting, etc., and adding up on those concepts, further the theoretical knowledge and the real-world applications of the concepts. The 5-week self-paced course thoroughly covers all the basics, keeping the focus on the practical usage of the concepts and methods being mentioned as part of the course. Though the course is self-paced, the unlimited paid access to the course materials shall only be offered if the chosen track is verified. If the chosen track is audit the participants will get free course access for a limited time.