List of Online Courses and Certifications

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

Mathematics and computer science have entrenched relationships as math forms an important background in the field of computer science and computer science also has a lot of applicability math. As math is abstract, it helps in learning all the other programming languages. 

Mathematical thinking is critical in all the crucial areas of computer science like bioinformatics, data science, machine learning, algorithms, computer graphics, etc. In this course, Mathematical Thinking in Computer Science by Coursera, you will be taught the most significant and paramount tools used in discrete mathematics like recursion, logic, examples, induction, optimality. 

In this course, we apply a practical approach: try-this-before-we-explain-everything. Due to such a practice, you will be solving a plethora of interactive and mobile-friendly puzzles. These are carefully designed to give you a chance and opportunity to invent many of the crucial ideas and concepts by yourself. 

Here most standard combinatorial settings are addressed in the Combinatorics and Probability course that can help answer questions of this nature. In particular, this course focuses on improving the ability to differentiate these settings from algorithmic problems in real life. This will assist candidates to apply new knowledge in practice. Besides that recursive counting technique that is necessary for algorithmic implementations is also addressed here.

The Combinatorics and Probability course is part of Introduction to Discrete Mathematics for Computer Science Specialisation. There are total of five courses in it and Combinatorics and Probability is the second one. The language of computer science is known as Discrete Mathematics. In many areas including data science, software engineering and machine learning, one needs to work fluently. Via a fun approach, candidates are introduced to this language. Firstly they will solve several interactive puzzles that are specially designed especially for this online specialisation. Then actual solving methods and significant ideas will be introduced to them. It is sure that candidates will gain a deeper understanding in this way and will appreciate the beauty of the underlying concepts better. Programming examples, projects and problems are integrated into the specialisation in order to get the knowledge closer to IT applications.

If you have questions such as how the mechanism of memory is maintained in our nervous systems or why some objects appear strangely distorted even if they are simple objects, then the course of Computational Neuroscience: Neuronal Dynamics of Cognition will be best suited to you. This course imparts knowledge about a broad range of topics ranging from the study of computational and mathematical models that are employed to resolve problems arising in the field of theoretical neuroscience. Not only the knowledge of theoretical topics like nonlinear differential equations and mean-field theory but the candidates will learn the methods of resolution of practical problems, arising in the real world.  

Computational Neuroscience: Neuronal Dynamics of Cognition certification course is an advanced level course which provides information on complex topics and extends over a duration of six weeks. The candidates are to watch 5-8 educational videos per week and do at least 90 minutes of self-study in a week to get through the course easily. There are two options for learners to join the programme, namely, the paid and free mode. In the free mode, the candidates can audit the programme for a limited duration of time. 

Simulation neuroscience is an up and coming new technique that consolidates all the knowledge spread out throughout the vast field of neuroscience. Therefore, edX designed the online Simulation Neuroscience course to help interested candidates get savvy with this emerging approach. The course aims to imbue you with adequate knowledge to help you understand the brain’s biological mechanisms.

A multi-disciplinary team of renowned neuroscientists helms this one-of-a-kind MOOC in Simulation Neuroscience. With this course, you will gain sufficient knowledge and skills to create simulations of biological synapses and neurons. This programme is part of a broader three-part course, designed to teach you how to use the HBP Brain Simulation Platform.

Moreover, after completing the six-week Simulation Neuroscience training course, you can also get a course completion certificate. However, the certificate is purchasable and doesn’t come with free training. You can also use this certificate to boost your employment opportunities by either attaching it to your CV/Resume or linking it to your LinkedIn account. There are 2 tracks namely the audit and the verified track which are self-paced and can be enrolled in to learn the course completely. The main differences between these 2 tracks are access to the course materials and certificate of participation. During the audit track, the access is limited and no certification is given whereas during the verified track, access is unlimited and a certification is also offered.

The ‘Language Testing During Awake Brain Surgery’ online certification course is designed for the students to focus on gaining knowledge about awake brain surgeries and the concepts of language testing. This course is a study of the language representation in the brain and the challenges associated with brain surgeries in the context of removing tumors without disturbing the tissues responsible for language cognition.

This online course is provided by the FutureLearn education platform in collaboration with The University of Groningen and the University Medical Center Groningen (UMCG) for the course content. The classes are conducted online through independent learning methodologies and are scheduled for a period of six weeks with an effort of three hours per week.

The ‘Language Testing During Awake Brain Surgery’ online training program enables students to get a course completion certificate with industrial significance after finishing the course curriculum and assessments. The course instructors for this program are a group of academic and industrial professionals from the University of Groningen.

The Introduction to Applied Linguistics and TESOL course by FutureLearn is a part of the Study UK Campaign. It is developed by the University of Leicester. The university ranks in the top 20 Universities of UK for its teaching excellence and research. This six-week course includes a weekly study time of three hours. Also, TESOL stands for Teaching English to Speakers of Other Languages.

The Introduction to Applied Linguistics and TESOL programme is free and online. Students can opt for additional benefits for a fee. They can either opt for an upgraded course for $74, or an unlimited one for $279 a year. At the end of the course, candidates have the option of joining the Applied Linguistics and TESOL community at Leicester. 

The instructor of the FutureLearn Introduction to Applied Linguistics and TESOL course is Prof Pamela Rogerson Revell. She is an associate professor of the Applied Linguistics and TESOL department at the University of Leicester. Involved in the research of TESOL and areas in applied linguistics, she teaches them as well, including online language learning. 

The ‘History of Urdu Language and Literature’ online course is a study of the historical movements and the literary significance of Urdu. The students of this certification course are given an opportunity to enhance their comprehensive understanding of the language and literature with its origin and development. This course is provided by the online education platform Swayam in association with the Consortium for Educational Communication (CEC). 

The classes of this program are organized in a virtual environment aided with innovative learning strategies and evaluative assessments such as weekly assignments and the proctored exam. The online classes are offered with books, references, and other online resources.

The ‘History of Urdu Language and Literature’ certification course enables students to gain theoretical and practical knowledge of the literary aspects in Urdu. This undergraduate-level training program is conducted for six weeks and the students can get a course certificate after course completion. The instructor for this program is Dr. Shah Faisal Jan, an assistant professor at the Government Degree College Eidgah, Srinagar. 

This Data-driven Astronomy online course is designed and developed by the University of Sydney for the candidates to learn on the Coursera online education platform. This physical and astronomical course is expected to be completed by the students in twenty hours entirely. The intermediate-level course is a study about the scope of data science in the field of astronomy and the role of tools and techniques of machine learning that are used to understand the data. 

In the Data-driven Astronomy training course, the candidates are provided with the opportunity to know and comprehend the problems that may arise while handling large datasets, the strategies to use algorithms, and the ways to use the different programming languages and software tools to decipher the data. 

The course instructors for this online certification course are associate professor Tara Murphy and Simon Murphy, a postdoctoral researcher at the school of physics at the University of Sydney. 

The AstroTech: The Science and Technology behind Astronomical Discovery Online Course available on the Coursera platform attempts to analyse the blend of astrology and technology in the modern era. The 100% online course will discuss the applications of astronomical technology.

The AstroTech: The Science and Technology behind Astronomical Discovery Certification Course is a self-paced course and is delivered by Andy Lawrence and Catherine Heymans of the Physics and Astronomy Department at the University of Edinburgh, Scotland.

After the successful completion of the AstroTech: The Science and Technology behind Astronomical Discovery Live Course through expert video lectures, readings, weekly quizzes and discussion forums, learners will be awarded a shareable course certificate.

The University of Michigan and edX education platform is offering this course on Anatomy Gastrointestinal, Reproductive and Endocrine Systems for students in learning about various systems in the human body from the anatomy point of view. This anatomy course is a part of anatomy X-series where the students will learn about the endocrine, digestive and reproductive organs along with their functions. 

The students will be taking a lot of the clinical correlations and vignettes that are used to understand the importance of the anatomic structures and their relations for student enlightenment. Anatomy Gastrointestinal, Reproductive and Endocrine Systems course is served as an amateur level programme which spans for a duration of 5 weeks it requires a minimal student a part of 2 to 3 hours a week and will be provided in the English language. The students will need to know basic biology knowledge and will be able to complete the course at their own pace of learning.

Why We Post: the Anthropology of Social Media certification is a 5 weeks online course that is free, and has been developed by FutureLearn in partnership with UCL (University College London). This certification course is dependent on the work done by 9 Anthropologists who had spent 15 months in the different field sites of Chile, Brazil, England, India, Trinidad, Turkey, and more.

With the Why We Post: the Anthropology of Social Media certification syllabus, candidates can discover a new meaning of Social Media Marketing which is not based on how capable the platform is but is focused on the posted content. This will help the participants why memes, photos, and selfies are important for communication.

Why We Post: the Anthropology of Social Media training for 3 hours every week will explain what impact social media has on education, Political Science, gender equality, privacy, Commerce, etc. Also, social media has different roles to play while in different regions, and participants will be able to know that by using an anthropological and comparative approach.

During the medieval era, witchcraft had several dimensions, and witches were individuals who practiced witchcraft, casting magic spells and summoning spirits for assistance or change. The University of Barcelona created the Magic in the Middle Ages online certification, which is taught by a team of experts including Godefroid de Callata - University of Louvain - Professor, Dr. Pau Castell Granados - Research & Teaching Scholar at the University of Barcelona, and Blanca Villuendas - Ph.D. & Instructor which is offered by Coursera.

Magic in the Middle Ages online course consists of 9 hours of video-based lectures that aim to introduce applicants to the middle ages through a broad understanding of magic and provide an understanding of medieval society, concepts, and activities from the perspectives of history and history of science. By the end of the Magic in the Middle Ages online lessons, applicants will be able to analyze documentary evidence from the medieval era and recognize the most characteristic legal records concerning witchcraft, as well as differentiate between popular magic and sophisticated people's witchcraft.

Life is a fascinating phenomenon in itself. Life in the Universe: Syntheses for Life online course is designed to help you explore various chemical principles that play a significant role in synthetic processes. These processes include ammonia synthesis, photosynthesis, and protein synthesis, which are essential for life. The course delivers a synopsis of several ground-breaking scientific discoveries.

You will learn about many concepts of Chemistry, including Niels Bohr's model of a hydrogen atom, chemical bonding, chemical evolution, Haber’s ammonia synthesis, and production of amino acids. With the learnings of edX’s Life in the Universe: Syntheses for Life digital course, you will be acquainted with topics like reduction and oxidation related to photosynthesis.

The edX Life in the Universe online course utilizes pivotal scientific papers and Nobel lectures to teach you some of the subject matter. You will also learn key chemical principles such as the primary structure of insulin, X-ray crystallography, mass spectrometry, and electrophoresis. Many more concepts will be used throughout the course duration.

Genome plays a major role in people, families and all mankind. The ‘Why Biology matters: the genome and you’ certification course aims to provide the foundation for a thorough biological understanding of human beings, for answering questions that can be countered by biology. It primarily focuses on increasing your knowledge of the genome, and about genetic inheritance. This course also gives an overview of the transmission of traits from one generation to the next.

By exploring genomes, it will be possible to learn the type of information the genome provides. It will also give an insight into the social and philosophical implications of genomes on human affairs, in the future. We are, after all, rooted in our biology, our DNA.

Universitat Pompeu Fabra (UPF), Barcelona, one of the best universities in Europe has developed this course. UPF is an international, public research-intensive university. 

The programme of Proteins: Biology’s Workforce created by the platform of EdX with Rice University provides great learning freedom to all the candidates who are interested in the field of biology. This course will help the students to understand the basics and advance knowledge related to the protein functions and effects related to it on the human body. The students who will take this course curriculum should spend at least 5 weeks completing the programme. 

Each week every candidate who is participating in this programme should spend 4-6 hours per week. Participants have to access the contents of this course curriculum in digital learning mode only. This curriculum offered by Rice University is a self-paced learning programme which gives great learning flexibility to all learners. Candidates who are interested in highlighting the skills and techniques learned here on their CVs, resumes and academic records can also gain verified certification for this programme after paying the fees to the authorities. All the learners who are interested in learning from this course can avail of this course free of cost but have to pay fees for the certification. This programme can be pursued in two modes, paid and free. In the free mode, the leaners will be provided access only for a limited duration. 

Unlike other bioethics courses, The Ethics of Biomedicine online course is directed primarily towards students who have scientific biomedical training as their primary focus. Such students are most likely to end up in research and development, or at a biomedical laboratory. However, they also face ethical questions and dilemmas in their professional lives.

The Ethics of Biomedicine certification course targets those studying biomedicine, and not just disciplines that lead to a particular profession (like nurses, physicians, etc.). The reason behind that is that those engaged in the latter often have ethical codes that are specific to their specific line of work. Moreover, much of their training regarding ethics has to do with ethical problems that may arise in the course of their relationship with the patient as a healthcare professional.

Developed by the Karolinska Institutet, The Ethics of Biomedicine training is five weeks long, and learners need to engage only three to six hours a week. It is a self-paced programme consisting of video lectures with transcripts in English.

With the Innovate & Regulate: Drug Research, Costs, Clinical Trials & Approval course, candidates can get a deep insight into the drug development industry & various crucial intricacies involved in the overall funnel of drug development. The course, strictly designed to stick to crucial case studies, ensures that the learners can thoroughly and swiftly apply all the theoretical knowledge being shared in the lectures throughout the course delivery. 

Innovate & Regulate: Drug Research, Costs, Clinical Trials & Approval course empowers the candidates with the ability to interpret & predict structural changes in a molecule to influence half-life & how its addition to a specific drug affects the concerned patient. Course takers will also be able to understand how to improve various properties of a drug to achieve maximum efficiency & minimum toxicity by tweaking their chemical composition & various other factors/processes. The self-paced versions of the course have limited accessibility during the audit mode whereas the verified mode has unlimited access.

The Introduction to Stewart’s Model of Physiological Acid-Base Chemistry
program by edX imparts clinical acid-base chemistry which is a basic part of education in the field of medical professionals and this chemistry form is very important for conducting many patients in an emergency unit. Conventional attitude towards this topic made a utility by shortening reasoning which will initiate a number of equivocation and descriptive insufficiency.

The candidate will be able to gain an understanding of Stewart's model of clinical acid-base chemistry and how it uses a conventional compound balance proposal which may ease a clearer understanding of this process and a number of clinical examples are provided which will help the candidate for instance and the disparity with the additional conventional teaching of the subject. 

The duration of the course is 5 weeks and it is a self-paced course free of cost, but candidates who wish to have institutional certificates will have to upgrade the course. The video transcript will be in English and candidates can access the course according to their time.