Machine Learning with R: Expert Techniques for Predictive Modeling, 3rd Edition PDF

Machine Learning with R PDF
Machine Learning with R: Expert Techniques for Predictive Modeling, 3rd Edition PDF
eBook: Machine Learning with R PDF : Expert Techniques for Predictive Modeling, 3rd Edition by Brett Lantz

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About This Premium eBook:

- Discover the origins of machine learning and how exactly a computer learns by example 

- Prepare your data for machine learning work with the R programming language 

- Classify important outcomes using nearest neighbor and Bayesian methods 

- Predict future events using decision trees, rules, and support vector machines 

- Forecast numeric data and estimate financial values using regression methods 

- Model complex processes with artificial neural networks — the basis of deep learning 

- Avoid bias in machine learning models 

- Evaluate your models and improve their performance 

- Connect R to SQL databases and emerging big data technologies such as Spark, H2O, and TensorFlow

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