Home » Course Layouts » Free Course Layout Udemy
This course gives an introduction to probability and statistics, with emphasis on engineering applications.
0
English
English [CC]
FREE
- Learn basic syntax that can apply to any language.
- Learn what is a programming language and the basic concepts for beginners.
- Understand what is Javascript in it's truest form.
- Know the basic syntax of Javascript.
- Know some hidden quirks in Javascript.
Description
Course topics include events and their probability, the total probability and Bayes’ theorems, discrete and continuous random variables and vectors, uncertainty propagation and conditional analysis. Second-moment representation of uncertainty, random sampling, estimation of distribution parameters (method of moments, maximum likelihood, Bayesian estimation), and simple and multiple linear regression. Concepts illustrated with examples from various areas of engineering and everyday life
Course content
- Events and their probability Unlimited
- Random variables: discrete distributions Unlimited
- Random variables: continuous distributions Unlimited
- Random vectors Unlimited
- Functions of random variables and vectors Unlimited
- Second-moment characterization of random variables and vectors Unlimited
- Conditional second-moment analysis Unlimited
- Selected distribution models Unlimited
- Point and interval estimation of distribution parameters Unlimited
Instructor
Massachusetts Institute of Technology
5
5
1
1916
1520
