Applied Machine Learning in R
Get the essential machine learning skills and use them in real life situations
4.53 (283 reviews)
24,178
students
8 hours
content
Dec 2020
last update
$69.99
regular price
What you will learn
Understand the essential concepts related to machine learning
Perform model cross-validation to assess model stability on independent data sets
Execute advanced regression analysis techniques: best subset selection regression, penalized regression, PLS regression
Perform logistic regression and discriminant analysis
Apply complex classification techniques: naive Bayes, K nearest neighbor, support vector machine, decision trees
Use neural networks to make predictions
Use principal components analysis to detect patterns in variables
Conduct cluster analysis to group observations into homogeneous classes
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1221664
udemy ID
5/19/2017
course created date
7/20/2019
course indexed date
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