Scala for Machine Learning – Second Edition

Scala for Machine Learning – Second Edition is your one stop guide that introduces you to the functional capabilities of the Scala programming language that are critical to the creation of machine learning algorithms such as dependency injection and implicits. (Limited-time offer)

Table of Contents

• Getting Started
• Data Pipelines
• Data Preprocessing
• Unsupervised Learning
• Dimension Reduction
• Naïve Bayes Classifiers
• Sequential Data Models
• Monte Carlo Inference
• Regression and Regularization
• Multilayer Perceptron
• Deep Learning
• Kernel Models and SVM
• Evolutionary Computing
• Multiarmed Bandits
• Reinforcement Learning
• Parallelism in Scala and Akka
• Apache Spark MLlib

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