Deep Learning Regression with R

Online Course

Udemy

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Prerequisites & Facts
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What is the course about?

Deep Learning Regression with R

The course Deep Learning Regression 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 deep learning regression from basic to expert level through a practical course with R statistical software.

Course description

Deep Learning Regression with R

Read or download S&P 500® Index ETF prices data and perform deep learning regression operations by installing related packages and running script code on RStudio IDE.
Create target and predictor algorithm features for supervised regression learning task.
Select relevant predictor features subset through Student t-test and ANOVA F-test univariate filter methods and extract predictor features transformations through principal component analysis.
Train algorithm for mapping optimal relationship between target and predictor features through artificial neural network, deep neural network and recurrent neural network.
Regularize algorithm learning through nodes connections weight decay, visible or hidden layers dropout fractions and stochastic gradient descent algorithm learning rate.

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 statistical software knowledge is useful but not required.
Mathematical formulae kept at minimum essential level for main concepts understanding.

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

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Prerequisites & Facts

Deep Learning Regression with R

Course Topic

Data Science, Deep Learning, Development

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

Deep Learning Regression 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

Deep Learning Regression with R

provided by Udemy

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