Forecasting Models with R

Online Course

Udemy

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Prerequisites & Facts
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What is the course about?

Forecasting Models with R

The course Forecasting Models with R is an online class provided by Udemy. It may be possible to receive a verified certification or use the course to prepare for a degree.

Learn main forecasting models from basic to expert level through a practical course with R statistical software.

Course description

Forecasting Models with R

Read S&P 500® Index ETF prices data and perform forecasting models operations by installing related packages and running script code on RStudio IDE.
Estimate simple forecasting methods such as arithmetic mean, random walk, seasonal random walk and random walk with drift.
Evaluate simple forecasting methods forecasting accuracy through mean absolute error, root mean squared error scale-dependent and mean absolute percentage error scale-independent metrics.
Approximate simple moving averages and exponential smoothing methods with no trend or seasonal patterns such as Brown simple exponential smoothing method.
Estimate exponential smoothing methods with only trend patterns such as Holt linear trend, exponential trend, Gardner additive damped trend and Taylor multiplicative damped trend methods.

R statistical software is required. Downloading instructions included.
RStudio Integrated Development Environment (IDE) is recommended. Downloading instructions included.
Practical example data and R script code files provided with the course.
Prior basic R software knowledge is useful but not required.

5.5 hours on-demand video
2 articles
6 downloadable resources
Full lifetime access
Access on mobile and TV
Certificate of Completion
Diego Fernandez

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Prerequisites & Facts

Forecasting Models with R

Course Topic

Data Science, Development, Forecasting Model

University, College, Institution

Udemy

Course Skill Level

see course summary

Course Language

English

Place of class

Online, self-paced (see curriculum for more information)

Degree

Certificate

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Degree & Cost

Forecasting Models with R

To obtain a verified certificate from Udemy you have to finish this course or the latest version of it, if there is a new edition. The class may be free of charge, but there could be some cost to receive a verified certificate or to access the learning materials. The specifics of the course may have been changed, please consult the provider to get the latest quotes and news.

Udemy

Forecasting Models with R

provided by Udemy

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