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URL:https://www.learndesk.us/class/5473256519761920/machine-learning-with-r-programming?ref=outlook-calendar
SUMMARY:Machine Learning with R Programming
DTSTART;TZID=America/Los_Angeles:20260513T190000
DTEND;TZID=America/Los_Angeles:20260513T200000
LOCATION:https://www.learndesk.us/class/5473256519761920/machine-learning-with-r-programming?ref=outlook-calendar
DESCRIPTION: 
This is a bite-size course to learn R programming for machine learning and statistical learning. In the CRISP-DM data mining process, machine learning is at the modeling and evaluation stage.
What will you learn in this course?
You will learn R programming for machine learning and you will be able to train your own prediction models with naive Bayes, decision tree, and, neural network, linear regression, and evaluate your models very soon after learning the course.
Content

Getting Started
Getting Started 2
Getting Started 3
Data Mining Process
Download Data Set
Read Data Set
Some Explanations
Simple Linear Regression
Build Linear Regression Models
Predict Linear Regression Models
KMeans Clustering
KMeans Clustering in R
Agglomeration Clustering
Agglomeration Clustering in R
Decision Tree ID3 Algorithm
Decision Tree in R: Split Train and Test Set
Decision Tree in R: Train Decision Tree
Decision Tree in R: Predict Decision Tree
KNN Classification
Train KNN in R
Predict KNN in...

https://www.learndesk.us/class/5473256519761920/machine-learning-with-r-programming?ref=outlook-calendar
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