Machine Learning with Spark – Second Edition

Machine Learning with Spark – Second Edition will teach you about popular machine learning algorithms and their implementation. You will learn how various machine learning concepts are implemented in the context of Spark ML. (Limited-time offer)

Table of Contents

• A Gentle Introduction to Machine Learning
• Getting Up and Running with Spark
• Math for Machine Learning
• Designing a Machine Learning System
• Obtaining, Processing, and Preparing Data with Spark
• Building a Recommendation Engine with Spark
• Building a Classification Model with Spark
• Building a Regression Model with Spark
• Building a Clustering Model with Spark
• Dimensionality Reduction with Spark
• Advanced Text Processing with Spark
• Real-Time Machine Learning with Spark Streaming
• Pipeline APIs for Spark ML

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