Bayes Theorem

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Data Science Math Skills (Coursera)

Sep 13th 2021
Data Science Math Skills (Coursera)
Course Auditing
Data science courses contain math—no avoiding that! This course is designed to teach learners the basic math you will need in order to be successful in almost any data science math course and was created for learners who have basic math skills but may not have taken algebra [...]
Average: 5 ( 3 votes )

Bayesian probability theory (iMooX)

The primary motivation for this course is to warm a broader audience to probability theory, as it is central to all scientific fields. Or as E.T. Jaynes - one of the most important researchers on probability theory of the last century - put it: "Probability is the logic of science." [...]
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Applied Bayesian for Analytics (edX)

Learn how to construct, fit, estimate and compute Bayesian statistical models with the help of OpenBUGS (freely available software). Bayesian Statistics is a captivating field and is used most prominently in data sciences. In this course we will learn about the foundation of Bayesian concepts, how it differs from [...]
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Probability: Basic Concepts & Discrete Random Variables (edX)

Learn fundamental concepts of mathematical probability to prepare for a career in the growing field of information and data science. Our capacity to collect and store data has exponentially increased, but deriving information from data from a scientific perspective requires a foundational knowledge of probability. Are you interested in [...]
Average: 4 ( 1 vote )