Deep Learning Regression with R

Online Course

Udemy
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Deep Learning Regression with R
  1. What is the course about?
  2. Prerequisites & Facts
  3. Cost, Certificate & Degree
  4. Reviews & Experiences

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

Personal Success, Teacher Training, Teaching & Academics

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.
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Deep Learning Regression with R
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Reviews

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School: Udemy
Topic: Data Science, Deep Learning, Development

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