Introduction to Time Series Analysis and Forecasting in R

Introduction to Time Series Analysis and Forecasting in R

Introduction to Time Series Analysis and Forecasting in R
Introduction to Time Series Analysis and Forecasting in R, Work with time series and all sorts of time related data in R - Forecasting, Time Series Analysis, Predictive Analytics
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Created by R-Tutorials Training
English
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What you'll learn
  • use R to perform calculations with time and date based data
  • create models for time series data
  • use models for forecasting
  • identify which models are suitable for a given dataset
  • visualize time series data
  • transform standard data into time series format
  • clean and pre-process time series
  • create ARIMA and exponential smoothing models
  • know how to interpret given models
  • identify the best time series libraries for a given problem
  • compare the accuracy of different models
  • Requirements
  • computer with R and RStudio ready to use
  • interest in statistics and programming
  • time to solve the exercises
  • basic knowledge of R (course R Base)
  • NO advanced statistics or maths knowledge required

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