Applied Machine Learning in R
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- This product is available at Udemy.
- At udemy.com you can purchase Applied Machine Learning in R for only $69.99
- The lowest price of Applied Machine Learning in R was obtained on December 21, 2024 8:02 am.
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Applied Machine Learning in R
★★★★★
$69.99
in stock
Udemy.com
as of December 21, 2024 8:02 am
Get the essential machine learning skills and use them in real life situations
Created by:
Bogdan Anastasiei
University Teacher and Consultant
University Teacher and Consultant
Rating:4.53 (276reviews)
24141students enrolled
What Will I 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
Requirements
- Knowledge of the R program
- Basic knowledge of statistics and statistical analysis
Target audience
- Data analysts
- Data scientists
- Researchers
- Students
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