Applied Unsupervised Learning with R

Online Course

Udemy
Applied Unsupervised Learning with R

What is the course about?

Applied Unsupervised Learning with R
The course Applied Unsupervised Learning 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.

Design clever algorithms that discover hidden patterns and draw responses from unstructured, unlabeled data.

Course description
  • Applied Unsupervised Learning with R
  • Implement clustering methods such as k-means, agglomerative, and divisive
  • Write code in R to analyze market segmentation and consumer behavior
  • Estimate distribution and probabilities of different outcomes
  • Implement dimension reduction using principal component analysis
  • Apply anomaly detection methods to identify fraud
  • Although the course is for beginners, it will be beneficial to have some basic, beginner-level familiarity with R. This includes an understanding of how to open the R console, how to read data, and how to create a loop. To easily understand the concepts of this course, you should also know basic mathematical concepts, including exponents, square roots, means, and medians.
  • 4.5 hours on-demand video
  • 1 downloadable resource
  • Full lifetime access
  • Access on mobile and TV
  • Certificate of Completion
  • Packt Publishing

Prerequisites & Facts

Applied Unsupervised Learning with R

Course Topic

Personal Success, Teacher Training, Teaching & Academics

University, College, Institution

Udemy

Course Skill Level

Course Language

English

Place of class

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

Degree

Certificate

Degree & Cost

Applied Unsupervised Learning 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
Applied Unsupervised Learning with R
provided by Udemy

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School: Udemy
Topic: Business, Data Analytics, Neuro-Linguistic Programming