1648 Courses and Certifications

Online Teaching And Academics Courses & Certifications

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Certificate

Causal Inference 2

3 Weeks
Expert
Free
Probabilistic Graphical Models 2 Inference

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Certificate

Probabilistic Graphical Models 2: Inference

Probabilistic Graphical Models (PGMs) is considered to be a strong foundation for encrypting probability arrangement over composite domains. Hence, Probabilistic Graphical Models 2: Inference is drafted to address the questions related to probabilistic inference. This course depends upon the concepts from graph algorithms, probability theory, and machine learning. These concepts are the base for the advanced methods used in various applications like speech recognition, medical diagnosis, natural language processing, etc. These advanced methods are also essential tools in composing various machine learning problems.

In an order of three, Probabilistic Graphical Models 2: Inference is the second one. While the first course, focused on description, this course would address the question occurs in probabilistic inference or in other words use of PGM in answering the questions. PGM is described as a very high dimensional diffusion but its framework is drafted in such a way that it can answer the questions efficiently. The course introduces both approximate and accurate algorithms for the variety of inference tasks, and also talks over the application of each algorithm.

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3 Weeks
Expert
5,029
Skills Covered:
Knowledge of Algorithms Knowledge of Monte Carlo Method
Advanced Linear Models for Data Science 1 Least Squares

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Certificate

Advanced Linear Models for Data Science 1 Least Squares

The Advanced Linear Models for Data Science 1: Least Squares course helps you develop a strong foundation of linear and regression modelling. Johns Hopkins University offers the programme, and your instructors will be subject-matter experts. It is the third part of the Advanced Statistics Specialisation by Coursera.  

Moreover, the course completion certificate that you will receive is shareable, after finishing the Advanced Linear Models for Data Science 1: Least Squares programme by Coursera. It will allow you to establish your relevant expertise in the field. Learn and develop fluency in the basics related to least squares and regression modelling, at your own pace.

In addition, the Advanced Linear Models for Data Science 1: Least Squares course features immersive content, developed around a self-paced model to align perfectly with your schedule. The training also provides adjustable deadlines. Furthermore, the online course allows you to quickly and efficiently start studying. You have to devote nearly 8 hours of learning time to the programme.

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3 Weeks
Expert
3,369
Skills Covered:
R Programming Knowledge of Applied statistics
Statistical Inference

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Certificate

Statistical Inference

3 Weeks
4,117
Statistics with SAS

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Certificate

Statistics with SAS

3 Weeks
Intermediate
Free
Bayesian Statistics Mixture Models

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Certificate

Certification Course on Bayesian Statistics: Mixture Models

This certification course in Bayesian Statistics: Mixture Models by Coursera is a one stop place to learn the Bayesian Statistics and its Mixture Models along with its applications in the practical world. The course introduces one of the useful classes of statistics. This course is structured in a way to teach the most practical uses of Bayesian Statistics and its tools. It encourages candidates taking this course to practice and learn as the course progresses by not simply watching the videos but also constantly solving the Bayesian Statistics problems.

The course also utilises the industry software R in some places for solving the course problems. R is an easily available free statistical software that is used in m multiple industries of development, design and manufacturing, etc. The course lays out a basic tutorial to learn the software and teach the uses of it in Bayesian Statistics. Candidates are also encouraged to learn further about R for better advantages in their career.

The course is an intermediate level certificate course in Bayesian Statistics: Mixture Models taught by some of the expert faculty of the University of California Santa Cruz. For candidates who wish to take this course, it should be noted that prior knowledge of principles of estimation in maximum likelihood, Calculus based probability, and the Bayesian estimation is required. The course is a great way to take a step further in the statistics learning field and can provide you with the required edge in your career and the industry.

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3 Weeks
Intermediate
13,514
Skills Covered:
Statistical skills
Certificate

Corporate Sustainability. Understanding and Seizing the Strategic Opportunity

Sustainable development is progress and development without compromising the needs of future generations. Corporate sustainability is the major thing that must be adopted by all businesses for greater development along with protecting the environment. As we are heading towards a developed society, we are using the resources without keeping an eye on their renewability. The course on Corporate Sustainability. Understanding and Seizing the Strategic Opportunity is an initiative by Bocconi for making people understand the importance of corporate sustainability. 

Corporate Sustainability. Understanding and Seizing the Strategic Opportunity training is delivered by the experts from Bocconi through an online medium. The course aims for overall development by informing candidates about the UN agenda of sustainable development in 2030. It shall further assist the candidates with the strategies adopted for corporate sustainability. The candidates shall receive Corporate Sustainability. Understanding and Seizing the Strategic Opportunity certification by Coursera at the end of the course. 

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3 Weeks
Free
Water in the Western United States

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Certificate

Water in the Western United States

3 Weeks
Beginner
Free
Certificate

Modern American Poetry

3 Weeks
Beginner
Free
Certificate

Astrobiology and the Search for Extraterrestrial Life

The Astrobiology and the Search for Extraterrestrial Life Certification Course available on the Coursera learning platform discuss various aspects of astrology and extraterrestrial life. The 100% online course can be completed within approximately 11 hours of study.

The Astrobiology and the Search for Extraterrestrial Life Training Course has a flexible pattern of study that allows learners to reset the deadlines according to their schedule. The course will be coordinated by Professor Charles Cockell from the Astrology Department of the University of Edinburgh.

After the completion of the Astrobiology and the Search for Extraterrestrial Life Live Course through video lectures, practice exercises, and graded assignments, learners will receive a shareable course certificate. The course will help expand your knowledge base in astronomy and astrobiology.

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3 Weeks
Free
Skills Covered:
Knowledge of history Knowledge of Astronomy

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ISAE-SUPAERO via Coursera
Certificate

New Space: Access to space - Basics

3 Weeks
Beginner
Free
The Evolving Universe

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Certificate

The Evolving Universe

The Evolving Universe is an online certification course offered by Caltech, a reputed science and engineering education and research institute. The online course will introduce the students to the physical universe and its major components. Evolving Universe Certification is designed in a flexible fashion in which the learners can fix their own deadlines at their convenience and deadline. 

The Evolving Universe Certification Syllabus will give the learners a glance into various aspects of the universe such as planetary systems, larger structures, stars, quasars, galaxies, black holes, etc. The Evolving Universe Certification Course is available on the platform Coursera.

The students who want to join the  Evolving Universe Certification by Coursera will be provided with scholarship/financial aid as per their financial situations. Along with the paid mode, the students can also join the programme without paying the fee; but, they will not be conferred with the certification. 

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3 Weeks
Free
Skills Covered:
Knowledge of Astronomy
Linear Algebra I Linear Equations

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Certificate

Linear Algebra I Linear Equations

3 Weeks
Intermediate
Free
Probability and Statistics I A Gentle Introduction to Probability

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Linear Algebra II Matrix Algebra

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Certificate

Linear Algebra II Matrix Algebra

3 Weeks
Intermediate
Free
Linear Algebra III Determinants and Eigenvalues

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Certificate

Linear Algebra III: Determinants and Eigenvalues

3 Weeks
Intermediate
Free
Linear Algebra IV Orthogonality and Symmetric Matrices and the SVD

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Offered by

Swiss Federal Institute of Technology Lausanne via Coursera
Certificate

Global Arctic

3 Weeks
Intermediate
Free

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