265 Courses and Certifications

Online Mathematics Courses & Certifications

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Swiss Federal Institute of Technology Lausanne via Edx
Certificate

Optimization Principles and Algorithms - Unconstrained Nonlinear Optimization

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.

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6 Weeks
Beginner
Free
Skills Covered:
Mathematical skill
Certificate

Probability: Basic Concepts and Discrete Random Variables

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.

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6 Weeks
Beginner
Free
Skills Covered:
Mathematical skill
Certificate

Probability: Distribution Models and Continuous Random Variables

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.

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6 Weeks
Intermediate
Free
Skills Covered:
Mathematical skill
Engineering Calculus and Differential Equations

Offered by

Certificate

Engineering Calculus and Differential Equations

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.

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6 Weeks
Beginner
Free
Skills Covered:
Mathematical skill
How to Learn Math For Students

Offered by

Certificate

How to Learn Math: For Students

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. 

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6 Weeks
Beginner
Free
Skills Covered:
Mathematical skill
Certificate

Maths Subject Knowledge: Fractions, Decimals, and Percentages

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.

Also Read:
Mathematics Certification Courses

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6 Weeks
9,194
Skills Covered:
Mathematical skill
A Crash Course in Causality Inferring Causal Effects from Observational Data

Offered by

Certificate

A Crash Course in Causality Inferring Causal Effects from Observational Data

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.

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5 Weeks
Intermediate
Free
Skills Covered:
Statistical skills

Offered by

Swiss Federal Institute of Technology Lausanne via Edx
Certificate

Optimization: Principles and Algorithms - Linear Optimization

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.

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5 Weeks
Beginner
Free
Skills Covered:
Mathematical skill
More Fun with Prime Numbers

Offered by

Certificate

More Fun with Prime Numbers

Mathematics has several mysterious and fascinating subjects that have struck the curiosity of mathematicians since ancient times. One such topic is prime numbers which hold special significance due to their unusual nature. The More Fun with Prime Numbers online course by edX dives into the basic concepts, laws, and properties of prime numbers. 

Furthermore, edX's More Fun with Prime Numbers certification explores the role of prime numbers in cryptography and the construction of cryptosystems. This course is an upgraded version of a previous course launched in 2015 called ‘Fun with Prime Numbers’. However, this is not a continuation of the previous course and is simply a more refined version, along with some additional topics. 

The More Fun with Prime Numbers program is a great course for math enthusiasts and will help them discover new concepts and tackle different problems using the concepts acquired during the course. You can learn this course for free and purchase a verified certificate to validate your learning.

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5 Weeks
Intermediate
Free
Skills Covered:
Mathematical skill
Key Ideas in Mentoring Mathematics Teachers

Offered by

Certificate

Key Ideas in Mentoring Mathematics Teachers

Key Ideas in Mentoring Mathematics Teachers certification is a 5 weeks short online course that is led by the educators of UCL (University College London), and FutureLearn for supporting maths teachers who are less experienced. By devoting nearly 4 hours a week, candidates can become mentors of these mathematics teachers.

Key Ideas in Mentoring Mathematics Teachers' certification syllabus offers live sessions involving course discussions that can help in boosting one’s own knowledge of the Mathematics subject. This kind of knowledge can be used for teaching secondary school students, and also apply new research techniques to the practice of teaching.

Key Ideas in Mentoring Mathematics Teachers' training focuses on promoting teaching and even learning maths like generalisation, reasoning and proof and abstraction, and also some conceptual structures with the help of digital technologies. With this course as mentor candidates will be using personal experience for reflecting on the further developments while sharing the expertise with the new maths Teachers.

Also Read:
Teaching And Academics Certification Courses

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5 Weeks
Intermediate
Free
Skills Covered:
Teaching skills
Certificate

Precalculus: the Mathematics of Numbers, Functions and Equations

Precalculus: the Mathematics of Numbers, Functions and Equations certification is the first amongst 2 courses that are prepared by the University of Padova in cooperation with FutureLearn. The main purpose of this programme is to provide students with introductory mathematical skills that are required for completing their first-ever course in calculus. The online category of courses that this particular one falls under is Science, maths, and Engineering.

With the Precalculus: the Mathematics of Numbers, Functions, and Equations certification syllabus, candidates are supposed to learn the fundamentals necessary for undergraduate or college students. The topics are all related to Mathematics which include sets and set operations, factoring and division, functions and graphs, reasoning and proofs, and also inequality.

Precalculus: the Mathematics of Numbers, Functions, and Equations training is online for a time of just 5 whole weeks where only 6 hours weekly classes will be taught. With this precalculus course, candidates will gain foundational skills for supporting mathematical studies so that it can be beneficial for using Maths in everyday life.

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5 Weeks
Intermediate
Free
Skills Covered:
Mathematical skill
Certificate

Data Science Math Skills

Data Science Math Skills certification is a 13 hours online course that is divided into 5 weeks and is an offering of Coursera along with Duke University. This course is very useful for those who want to keep on learning the basics of mathematics irrespective of whether they have learnt pre-calculus or algebra. Learning math skills through both androids, and apple devices will create the basis for successful data science.

Data Science Math Skills training forms the introduction for core math skills that data science requires, without any extra complexity, by introducing math symbols, and unfamiliar ideas one at a time. Besides this being a beginner course, this certification can act as a prerequisite for the “Mastering Data Analysis in Excel” course. Anyone who has successfully completed this gets to understand advanced concepts of maths like problem-solving along with certificates that are shareable.

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5 Weeks
Beginner
Free
Skills Covered:
Mathematical skill Data science knowledge
A Certificate Course on Finite Element Methods and Hand on Experience

Offered by

Certificate

Certificate course on finite element methods and hand-on experience

The finite Element Method (FEM) is the most extensively used numerical tool by engineers and scientists to solve and address many real-life problems. It helps by solving partial differential equations. The differential equations which arise during the analysis of structural integrity of civil and mechanical components are subjected to various kinds of loading, heat transfer, and fluid flow. The course of Certificate course on finite element methods and hands-on experience shall help the learner to grab a firm understanding of the concepts and applications of finite element methods. 

Certificate course on finite element methods and hand-on experience training will inculcate the knowledge of finite methods and help the learner to use them for solving various problems. This is the 5-week online certificate course organized by the Department of Mechanical Engineering, Department of Civil Engineering, and Center of Futuristic Defence and Space Technology

Indian Institute of Technology Indore. The candidate shall also receive a certificate course on finite element methods and hands-on experience by IIT Indore

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5 Weeks
11,000
Groups-Motion, Symmetry and Puzzles

Offered by

Certificate

Groups: Motion, Symmetry and Puzzles

The objective of the Groups: Motion, Symmetry and Puzzles online course by SWAYAM is to encourage learners to explore and enjoy different aspects of groups. The programme is not specifically about group theory. Instead, it is about the importance of groups and why one should study them. The course curriculum also offers a glimpse into abstraction and why it is an indispensable mathematical tool. Candidates will learn all this and more, only in four short weeks.

The Groups: Motion, Symmetry and Puzzles programme welcomes anyone and everyone interested in understanding the significance of group theory and abstractions. Be it school seniors, science and engineering undergraduates, or even Masters and Doctorate scholars; everyone is welcome.

There are several assignments that candidates can undertake to evaluate their learning. Additionally, they can take the term-end exam to earn a course certification. They can do so by paying an examination fee and visiting any one of the designated test centres to appear for the assessment. 

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4 Weeks
Free
Skills Covered:
Mathematical skill
Certificate

World Class Maths: Asian Teaching Methods

Pedagogy systems around the world vary significantly. However, one of the most celebrated and widely adopted methods of imparting education in the subject of mathematics to make it more engaging is the Asian method. It has achieved success globally and has revamped the teaching of primary maths considerably. 

World Class Maths: Asian Teaching Methods Certification Programme can be pursued by all actors of the education sector who wish to learn about this incredible method and deploy it in their career or study to gain professionally and educationally respectively. Whether it be students who love mathematics or those who do not, this course will cater to the needs of both categories alike. 

The course is backed by the University of Southampton and Macmillan Education which are both fundamental players in the field of education. It strikes the curiosity of learners with respect to the special facts of this method and its key features. Learners will learn about the teaching principles used in Shanghai and Singapore while evaluating the performance of maths education in their respective country along with drawing a comparative analysis between Asian countries. It also stresses why the professional development of teachers is important in the Asian education paradigm.

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4 Weeks
Intermediate
Free
Skills Covered:
Mathematical skill Pedagogy skills
Certificate

World Class Maths: Asian Teaching Practice

With this World Class Maths: Asian Teaching Practice programme from Macmillan Education and the University of Southampton, get an introduction to Asian mathematics teaching strategies for primary education. In this programme, candidates can explore in greater detail the main characteristics of Asian mathematics teaching methods and bring them into practice in their own classroom. 

Cantered on Asian mathematics teaching methods, candidates can discover how to build their own lesson plans. Candidates will learn how to plan mathematical tasks to professionally improve candidates' teaching of mathematics. Candidates can learn how to incorporate methods of teaching Asian mathematics into their own teaching activities. 

The World Class Maths: Asian Teaching Practice programme is designed with a 4 weeks curriculum. There will be 3 hours of class in a week. This online programme can be learned for free. To get benefits like certificates and long-term access there will be a fixed fee. 

Candidates will get a chance to learn the World Class Maths: Asian Teaching Practice programme with experts. All the instructors have experienced professionals in the field and they are professors at top universities in the world.

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4 Weeks
Intermediate
Free
Skills Covered:
Mathematical skill Pedagogy skills
Certificate

Advanced Precalculus: Geometry, Trigonometry and Exponentials

The University of Padova has designed the Advanced Precalculus: Geometry, Trigonometry and Exponentials programme to explore the topics on advanced precalculus. Moreover, the curriculum will help candidates acquire the mathematical skills and knowledge required for taking a first time course in precalculus. After completing this course from FutureLearn, you will gain the skills required to continue higher studies in mathematics. 

The Advanced Precalculus: Geometry, Trigonometry and Exponentials training programme is taught by reputed instructors like Francis Clarke, Alberto Tonolo, Carlo Mariconda, Francesco Mattiello, and Valentina Franceschi. You will learn challenging topics on precalculus, such as Logarithms and Exponentials, Plane and Solid Geometry, Equalities and Inequalities and Trigonometric functions and identities. 

FutureLearn’s Advanced Precalculus: Geometry, Trigonometry and Exponentials course is an online programme. Candidates can undertake this course for free, with six-weeks access to all the content. The training lasts for four weeks, with weekly study durations of five hours. You can also choose to complete this programme at your own pace and be eligible for certification, with the paid options.

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4 Weeks
Expert
Free
Skills Covered:
Problem Solving Ability Mathematical skill
Certificate

Basics of Scientific Visualization in Mathematical Modeling of Systems

The Basics of Scientific Visualization in Mathematical Modeling of Systems program utilizes C++ to introduce the participants to pathways leading to logical visualization in the presence of business-relevant examples. An immersive approach to this program will equip you with the skills to form a holistic view of logical algorithms as well as data structures for describing the objects.

This creation of the Basics of scientific visualization in mathematical modeling of systems course began as a subset of the former educational program developed by the Ministry of Higher Education and Science in Russia. Topics such as dynamic script execution and image processing are covered in its content. Also, in the second half of the project, the underlying principles of client-server applications are also brought forward.

It’s a 4-week program that requires the participants to put in 1 to 3 hours of time per week for optimum utilization of the experience. As with other courses, an option to audit as well as one to receive an official certification is included. National Research Nuclear University, Russia is the partner institution. 

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4 Weeks
Beginner
Free
Skills Covered:
Programming skills Knowledge of Programming algorithms
Introduction to Algebra

Offered by

Certificate

Introduction to Algebra

Our world is run by numbers. You can find them everywhere: in the stock market, sports, news, and clocks. However, Algebra is about the number you cannot see, but which helps you determine the unknown by using the known. To help you understand the world of algebra, edX, in collaboration with SchoolYourself, has designed the Introduction to Algebra Certification course, aimed at students who’re starting in the fields of engineering, science, or maths. 

The Introduction to Algebra by edX allows you to choose your own unique path with each lesson. You also have the privilege of jumping between different materials to review the material learned earlier. The program covers the standard, high-school level Algebra curriculum. CCSS or common core alignment is also specified when applicable.

The course curriculum for the Introduction to Algebra training covers topics such as quadratics, graphs, lines and inequalities, integers, decimals, and fractions. After completing the course, you’ll be confident in tackling algebra-related problems. You can also opt for the easily shareable and purchasable course completion certificate if you wish to showcase your skills.

...Read More
4 Weeks
Beginner
Free
Skills Covered:
Mathematical skill
Fun with Prime Numbers The Mysterious World of Mathematics

Offered by

Certificate

Fun with Prime Numbers: The Mysterious World of Mathematics

Prime numbers have been one of the essential discoveries in the field of mathematics. The Fun with Prime Numbers: The Mysterious World of Mathematics program will help you better understand what they are and how we can solve their problems easily. You will also explore their importance in the mathematics domain. It is an intermediate-level course.

The Fun with Prime Numbers certification syllabus begins with understanding the important properties of prime numbers and the ways in which they obey mysterious laws. The course is equipped with numerous problems that candidates will learn to tackle. It also deep dives into the prime numbers introduced to us earlier and the ones introduced to us in recent times. 

Offered by Kyoto University, the Fun with Prime Numbers online course is taught by Tetsushi Lto. You will explore the various laws that mathematicians associate with prime numbers, including those in discovery. It can be successfully completed in a period of four weeks.

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4 Weeks
Intermediate
Free
Skills Covered:
Problem Solving Ability Mathematical skill
Numerical Methods Finite Difference Approach

Offered by

Certificate

Numerical Methods: Finite Difference Approach

The Numerical Methods: Finite Difference Approach course by Swayam is an advanced learning program for postgraduates and undergraduates from Science and Engineering backgrounds. This short, four-week training teaches students about partial differential equations, their different classes, and their solution methods. Falling under the ‘‘Mathematics’ ’ purview, it is a core curriculum set at the PG-level. 

The Numerical Methods: Finite Difference Approach certification syllabus also deals with the solution methods’ stability analysis and convergence. Since the curriculum covers this subject’s vital topics, it will allow candidates to solve numerous science and engineering problems once they finish every module. This training also has various applications in engineering sciences diverse fields. Thus, it is widely recognized by General Electric, TCS, ABB, Nuclear Industries, and similar companies. 

What’s more, students seeking job opportunities in organizations such as those mentioned above can opt for the Numerical Methods: Finite Difference Approach certification for a significant boost. Paying the required fees and clearing its eligibility, they can obtain this e-verifiable certificate to show recruiters. 

...Read More
4 Weeks
Expert
Free
Skills Covered:
Mathematical skill
Partial Differential Equations for Engineers Solution by Separation of Variables

Offered by

Certificate

Partial Differential Equations (PDE) For Engineers: Solution by Separation of Variables

Modelling is imperative for understanding a large-scale process’s dynamics. Undertaking the process’s model equations-based virtual experiments, one can optimise operating conditions or/and design the systems efficiently. In most of these practical procedures, model equations deal with numerous parameters, ultimately resulting in partial differential equations (PDEs). The Partial Differential Equations (PDE) For Engineers programme helps candidates obtain holistic knowledge about this.

This four-week course in Partial Differential Equations (PDE) For Engineers: Solution by Separation of Variables by Swayam is an elective programme. Here, students will learn about the various solutions undertaken by process engineers to solve PDEs, including the separation of variables, which is this training’s primary focus. Falling under the ‘Mathematics’ category, this is a PG/UG-tier curriculum.

This training aims to establish solution technique skills among students, helping them become fluent in solving PDEs for various engineering applications. The curriculum also includes an optional Partial Differential Equations (PDE) For Engineers: Solution by Separation of Variables certificate. Interested applicants can obtain this by submitting all their assignments and clearing the course-end test. 

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4 Weeks
Free
Skills Covered:
Mathematical skill
Certificate

Maths Subject Knowledge: Understanding Numbers

Maths Subject Knowledge: Understanding Numbers certification course is a one-month short course whose content has been developed by the National STEM Learning Centre, and its achievement certificate is bestowed by FutureLearn. This teaching course helps secondary Teachers improve their knowledge of Mathematics involving numbers. 

Maths Subject Knowledge: Understanding Numbers certification syllabus inculcates the knowledge of using numbers every day, and appreciate the use of it. There are many interesting patterns and connections that can be explored once candidates jump onto the structure of mathematics and the ways in which simple numbers can work.

Maths Subject Knowledge: Understanding Numbers training will help develop an understanding of the relationship between different areas in maths so that these interconnections can be judged based on their nature. Spending a time of just 3 hours in a week will be sufficient enough for the candidates to get done with the training of this accredited course.

Also Read:
Maths Subject Knowledge: Proportion, Ratio, and Scaling

...Read More
4 Weeks
Skills Covered:
Mathematical skill
Certificate

Mathematics for Data Science: Essential Mathematics for Machine Learning and AI

The Mathematics for Data Science: Essential Mathematics for Machine Learning and AI certification course is a four-week training that candidates can avail themselves of after enrolling on the programme. The three major branches of mathematics used in computer science and artificial intelligence will be included in this course: linear algebra, calculus, and probability.

From calculations, functions, and graphs to differentiation and optimization, vectors, and matrices, the candidate can study the basic topics in each of these three fields that will be carried out during Mathematics for Data Science: Essential Mathematics for Machine Learning and AI training. The candidate will get to learn the fundamentals of mathematics from the beginner’s level and it doesn’t matter if they have studied mathematics at their school level, the course will begin from the introductory level and will go to the advanced level.

The Mathematics for Data Science: Essential Mathematics for Machine Learning and AI certification will be provided and given to the students in the last as the course gets complete but for that candidates need to complete all the criteria that are set for the course. The certification given will be accredited by Microsoft only to attain high importance in the outer world of AI.

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4 Weeks
900
Skills Covered:
Mathematical skill
Certificate

Microsoft Future Ready: Essential Mathematics for Machine Learning and AI

Microsoft Future Ready: Essential Mathematics for Machine Learning and AI Certification by FutureLearn serves as an excellent online training programme for aspiring AI professionals and machine learning developers. The development of artificial intelligence systems demands a strong command over mathematics and related concepts to excel in the field academically and professionally.

As a primer course that learners can pursue free for a week, it will provide them with the primary lessons that they need. Microsoft Future Ready: Essential Mathematics for Machine Learning and AI certification syllabus will cover the three main branches of mathematics that find their application in artificial intelligence and data science- calculus, probability and linear algebra.

They will get guided learning on all the essential topics of these three areas; ranging from functions, graphs and equations to optimisation, differentiation, matrices and vectors. The learning experience will be highly memorable for learners who can indulge in peer-to-peer interaction, lifelong access and dual learning options. Enthusiastic learners can even go to the course activity page and answer doubts and check which topics are under debate.

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4 Weeks
900
Skills Covered:
Mathematical skill
Certificate

Maths Subject Knowledge: Proportion, Ratio and Scaling

Proportional Reasoning and the application of ratios is a pressing requirement for educators and students across different areas where Mathematics is applied and taught. It thus becomes inevitable in various domains of science and technology and can be applied to a range of situations in academic and professional life. Maths Subject Knowledge: Proportion, Ratio, and Scaling Certification by FutureLearn is one such course that will aid learners in their journey to ace the concept of proportional reasoning and solve STEM problems smoothly.

In this course, instructor-based learning will expose candidates to different multiplicative reasoning strategies, the ability to scale things up and down, and the links between ratio and proportion. It is delivered by Michael Anderson, Mathematics Subject Specialist at the National STEM Learning Centre, and Stephen Lyon holding an experience of 30 years as a HOD at STEM Learning. 

Maths Subject Knowledge: Proportion, Ratio, and Scaling Certification Course has been offered by The National STEM Learning Centre. It provides world-class professional resources and activities to support the teaching of STEM subjects and ensures learners earn holistic knowledge. The course receives its certification from CPD Certification Service to confirm the continuation of professional development principles.

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4 Weeks
6,914
Skills Covered:
Mathematical skill
Certificate

Maths Subject Knowledge: Graphs, Functions and Solving Equations Graphically

The online certification course on Maths Subject Knowledge: Graphs, Functions and Solving Equations Graphically by FutureLearn over the period of four weeks will be providing the students with all the details that are necessary for the professional who is pursuing a career as teachers. The online session had been designed as a subject knowledge enhancement (SKE) for educators. In the Maths Subject Knowledge: Graphs, Functions and Solving Equations Graphically certification syllabus topics such as - graphs, functions, properties of quadratic graphs, finding the equation, sketching graphs, stretching, transformations of graphs, reflections, translations, finding roots, and others will be covered in details. Upon completing the Maths Subject Knowledge: Graphs, Functions and Solving Equations Graphically certification course the students will further improve their key skills in the domain of mathematics and will further develop a fair understanding of the applications.

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4 Weeks
6,914
Skills Covered:
Mathematical skill Translation skills
Certificate

Introduction to Linear Models and Matrix Algebra

The Introduction to Linear Models and Matrix Algebra Certification Course is an introductory course in data analysis dealing with the applications of matrix algebra and linear models. The course will enable learners to explore experimental designing tools and the process of analysis of high-dimensional data and statistics.

The Introduction to Linear Models and Matrix Algebra Online Course is taught over a period of 5 weeks with the help of online study materials. The course instructors are Rafael Irizarry and Michael Love, distinguished professors at Harvard University. The learners will get the chance to obtain a certificate upon successful completion of the course if they have chosen the verified track to join the self-paced programme. A limited duration of access to the course will be given to the students if they opt to join it free of cost. 

The open online course supported by edX is an intermediate-level course that requires learners to have basic knowledge of mathematics, statistics, and R programming language. After joining the Introduction to Linear Models and Matrix Algebra Course, learners will be assessed through a series of graded assignments and exams. 

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4 Weeks
Intermediate
Free
Skills Covered:
Mathematical skill Statistical skills Data science knowledge
Decision-Making Under Uncertainty

Offered by

Texas A&M via Swayam
Certificate

Decision-Making Under Uncertainty

The ‘Decision-Making Under Uncertainty’ online course is a study about the various kinds of techniques and strategies used in decision-making for different situations. This operations research and management science course is provided by the online education portal Swayam by the government of India with the National Programme on Technology Enhanced Learning (NPTEL). The online classes of this elective program are conducted for a duration of four weeks. 

This course belonging to the domain of commerce and operations management is instructed by Prof. Natarajan Gautam teaching Industrial and Systems Engineering from Texas A&M University. The students of this AITCE approved course are engaged with online learning methods aided by the online resources and lectures with the books and reference materials to gain both theoretical and experimental knowledge.

The ‘teaching Industrial and Systems Engineering’ online training enables students to get an online course certificate and academic course credits after completing the program.

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4 Weeks
Free
Skills Covered:
Decision making skills Analytical skills Strategic Mindset Mathematical skill Data science knowledge
Laplace Transform

Offered by

Certificate

Laplace Transform

The ‘Laplace Transform’ online course is a study about the mathematical tool that is used to solve the various kinds of differential equations, difference equations, and integral equations that are found in the fields of engineering and other primary sciences such as physicschemistrybiologyeconomics, and other technological domains. This mathematics certification program is provided by the free online education platform Swayam along with the National Programme on Technology Enhanced Learning (NPTEL). The online course classes are held through video lectures for a period of four weeks. The course mentor for this AICTE approved elective course is assistant professor Indrava Roy from The Institute of Mathematical Sciences, Chennai. The books and reference materials are given in the program to aid the experiential learning process for the candidates. The ‘Laplace Transform’ online certification course enables eligible students to gain course certificates and academic credits after successful completion of the course.

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4 Weeks
Free
Skills Covered:
Problem Solving Ability Mathematical skill Statistical skills

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