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Séries temporais com R

Aprenda a extrair insights significativos de dados de séries temporais em R com esta trilha de seis cursos. Explore como modelar, prever e visualizar dados de séries temporais usando a programação R. As séries temporais estão ao nosso redor, desde registros de servidores até dados financeiros de alta frequência. Com esse curso, você aprenderá a manipular dados de séries temporais, como usar o R para análise de séries temporais e como funciona a modelagem de séries temporais. Você também abordará a previsão de séries temporais no R, aprendendo a fazer previsões sobre o futuro com base em dados. Após terminar de aprender a visualizar dados de séries temporais, você concluirá um estudo de caso usando dados reais e as habilidades em R que desenvolveu até agora. Ao concluir este curso, você terá a confiança necessária para trabalhar com seus próprios dados de séries temporais no R.

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1
R
Manipulating Time Series Data in R

Master time series data manipulation in R, including importing, summarizing and subsetting, with zoo, lubridate and xts.

4 hours

Harrison Brown Headshot

Harrison Brown

Graduate Researcher

2
R
Time Series Analysis in R

Learn the core techniques necessary to extract meaningful insights from time series data.

4 hours

David S. Matteson Headshot

David S. Matteson

Associate Professor at Cornell University

3
R
ARIMA Models in R

Become an expert in fitting ARIMA (autoregressive integrated moving average) models to time series data using R.

4 hours

David Stoffer Headshot

David Stoffer

Professor of Statistics at the University of Pittsburgh

4
R
Forecasting in R

Learn how to make predictions about the future using time series forecasting in R including ARIMA models and exponential smoothing methods.

5 hours

Rob J. Hyndman Headshot

Rob J. Hyndman

Professor of Statistics at Monash University

5
R
Visualizing Time Series Data in R

Learn how to visualize time series in R, then practice with a stock-picking case study.

4 hours

Arnaud Amsellem Headshot

Arnaud Amsellem

Quantitative Trader and creator of the R Trader blog

6
R
Case Study: Analyzing City Time Series Data in R

Strengthen your knowledge of the topics covered in Manipulating Time Series in R using real case study data.

4 hours

Lore Dirick Headshot

Lore Dirick

Director of Data Science Education at Flatiron School

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