Mastering Machine Learning with R – Third Edition

Mastering Machine Learning with R – Third Edition will teach you advanced techniques in ML ,using? the latest code in R 3.5. You will delve into various complex features of supervised learning, unsupervised learning, and reinforcement learning algorithms to design efficient and powerful ML models. (Limited-time offer)

Table of Contents

• Preparing and Understanding Data
• Linear Regression
• Logistic Regression
• Advanced Feature Selection in Linear Models
• K-Nearest Neighbors and Support Vector Machines
• Tree-Based Classification
• Neural Networks and Deep Learning
• Creating Ensembles and Multiclass Methods
• Cluster Analysis
• Principal Component Analysis
• Association Analysis
• Time Series and Causality
• Text Mining
• Creating a Package

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