Mathematical Statistics for Data Science
Ex-Google data scientist's guide to mathematical statistics, covering method of moments, maximum likelihood, and more
4.62 (216 reviews)
2 832
students
4 hours
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Nov 2023
last update
$69.99
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What you will learn
Learn how to use the method of moments and maximum likelihood estimation to learn from data
Learn how to evaluate and compare different methods using notions such as bias, variance, and mean squared error.
Master the Bernoulli, Uniform and Normal Distributions
Learn about the Cramer-Rao lower bound and how to know if we have found the best possible estimator
Learn to evaluate asymptotic properties of estimators, including consistency and the central limit theorem.
Learn to create confidence intervals
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udemy ID
26/08/2022
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26/08/2023
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