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Análise de dados: distribuição de probabilidade
Advanced Level

Análise de dados: distribuição de probabilidade

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Análise de dados: distribuição de probabilidade

Aprenda os fundamentos e a importância da distribuição de probabilidade e amostragem neste curso on-line gratuito de ciência de dados.
Este curso de ciência de dados explica a distribuição de probabilidade, algo que qualquer pessoa que queira entrar no campo da análise e estatística de dados precisa entender. Mostramos como os cientista... Este curso de ciência de dados explica a distribuição de probabilidade, algo que qualquer pessoa que queira entrar no campo da análise e estatística de dados precisa entender. Mostramos como os cientistas de dados usam seu conhecimento sobre distribuição de probabilidade para criar modelos de aprendizado de máquina. Estabelecemos a importância das distribuições na análise de dados e mostramos como desenvolver modelos e usar software para transformar dados brutos em informações úteis.
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What You Will Learn In This Free Course

  • Describe a simple random sampling a...
  • Discuss and apply marginal, union, ...
  • Solve problems using the laws of pr...
  • Explain the Bayes' rule of probabil...
  • Describe a simple random sampling and establish the importance of sampling 
  • Discuss and apply marginal, union, joint and conditional probabilities 
  • Solve problems using the laws of probability, including those of addition, multiplication and conditional probability
  • Explain the Bayes' rule of probability or Bayers’ Theorem
  • Compare descriptive and inferential statistics 
  • Outline the concept of a sampling distribution 
  • Identify the mean and standard deviation for a sampling distribution 
  • Contrast populations and samples 
  • Describe how to make calculations under probability using sampling distributions
  • Distinguish between a point estimate and a confidence interval estimate
  • Find the confidence interval estimate for the variance of a normal population
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Course Modules
Course Description
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Module

Introduction to probability

In this module, you will learn about the different ways of assigning probability including marginal and conditional probability. You will also learn about the properties of probabi... Read More In this module, you will learn about the different ways of assigning probability including marginal and conditional probability. You will also learn about the properties of probability distribution. Read Less
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Module

Sampling and Sampling Distribution

In this problem, you will about how problems are solved using probability distribution. You will also learn about the types of sampling, the differences between inferential and des... Read More In this problem, you will about how problems are solved using probability distribution. You will also learn about the types of sampling, the differences between inferential and descriptive statistics. Read Less
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Course assessment

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Knowledge & Skills You Will Learn

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Learner Reviews & Feedback For Análise de dados: distribuição de probabilidade

6
Kwabena A. Alison Graduate
loved this course
I am very satisfied with this course, and i hope you will include advanced Bayesian Inference and sampling methods like Monte Carlo ,etc. thank you
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Miss Nadine Felecia All Lie G. Alison Graduate
loved this course
I found this course to be very useful and intense. Nevertheless, I have learn to explain solutions to problems using the laws of probability, including the laws of addition, multiplication and conditional probability.
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