- Individualizado
- Acesso livre
- Certificado pago
Probability: Basic Concepts & Discrete Random Variables
Archived
Curso
en
Inglês
24 h
Este conteúdo é classificado como 0 de 5
You can't access an archived course
- 6 sequências
- Introductive Level
Detalhes do curso
Programa de Estudos
Unit 1: Sample Space and Probability
Introduction to basic concepts, such as outcomes, events, sample spaces, and probability.
Unit 2: Independent Events, Conditional Probability and Bayes’ Theorem
Introduction to independent events, conditional probability and Bayes’ Theorem with examples.
Unit 3: Random Variables
Random variables, probability mass functions and CDFs, joint distributions.
Unit 4: Expected Values
In this unit, we will discuss expected values of discrete random variables, sum of random variables and functions of random variables with lots of examples.
Unit 5: Models of Discrete Random Variables I
Bernoulli and Binomial random variables; Geometric random variables; Negative Binomial random variables.
Unit 6: Models of Discrete Random Variables II
Poisson random variables; Hypergeometric random variables; discrete uniform random variables and counting.
Introduction to basic concepts, such as outcomes, events, sample spaces, and probability.
Unit 2: Independent Events, Conditional Probability and Bayes’ Theorem
Introduction to independent events, conditional probability and Bayes’ Theorem with examples.
Unit 3: Random Variables
Random variables, probability mass functions and CDFs, joint distributions.
Unit 4: Expected Values
In this unit, we will discuss expected values of discrete random variables, sum of random variables and functions of random variables with lots of examples.
Unit 5: Models of Discrete Random Variables I
Bernoulli and Binomial random variables; Geometric random variables; Negative Binomial random variables.
Unit 6: Models of Discrete Random Variables II
Poisson random variables; Hypergeometric random variables; discrete uniform random variables and counting.
Pré-requisito
Calculus (including double integrals) & Basic Combinatorics (Lesson 1 of this course gives a combinatorics tutorial)
Instrutores
Mark D. Ward
Professor
Purdue University
Editor
A Universidade de Purdue é uma universidade pública localizada em West Lafayette, no condado de Tippecanoe, Indiana, EUA.
Foi fundada em 6 de maio de 1869 e em 2012 tinha mais de 39 000 estudantes. É conhecida como o "Berço dos Astronautas" por ter formado vinte e dois futuros astronautas, incluindo Neil Armstrong e Eugene Cernan. Muitos dos CEOs das 500 empresas da Forbes também se formaram na Universidade de Purdue.
Plataforma
EdX est une plateforme d'apprentissage en ligne (dite FLOT ou MOOC). Elle héberge et met gratuitement à disposition des cours en ligne de niveau universitaire à travers le monde entier. Elle mène également des recherches sur l'apprentissage en ligne et la façon dont les utilisateurs utilisent celle-ci. Elle est à but non lucratif et la plateforme utilise un logiciel open source.
EdX a été fondée par le Massachusetts Institute of Technology et par l'université Harvard en mai 2012. En 2014, environ 50 écoles, associations et organisations internationales offrent ou projettent d'offrir des cours sur EdX. En juillet 2014, elle avait plus de 2,5 millions d'utilisateurs suivant plus de 200 cours en ligne.
Les deux universités américaines qui financent la plateforme ont investi 60 millions USD dans son développement. La plateforme France Université Numérique utilise la technologie openedX, supportée par Google.
Este conteúdo é classificado como 4.5 de 5
(nenhuma revisão)Este conteúdo é classificado como 4.5 de 5
(nenhuma revisão)Conclua este recurso para fazer uma avaliação