Machine Learning with R - Second Edition

Harness the power of R for statistical computing and data science. Explore, forecast, and classify data with R. Use R to apply common machine learning algorithms to real-world scenarios. Harness the power of R to build common machine learning algorithms with real-world data science applications. Get to grips with R techniques to clean and prepare your data for analysis, and visualize your results. Discover the different types of machine learning models and learn which is best to meet your data needs and solve your analysis problems. Classify your data with Bayesian and nearest neighbour methods. Predict values by using R to build decision trees, rules, and support vector machines. Forecast numeric values with linear regression, and model your data with neural networks. Evaluate and improve the performance of machine learning models. Learn specialized machine learning techniques for text mining, social network data, big data, and more.

Author(s): Brett Lantz

ISBN 10: 1784393908
ISBN 13: 9781784393908
Pages: 454

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Other books by Brett Lantz

1. Machine Learning with R

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