Scala Data Analysis Cookbook Pdf
Scala Data Analysis Cookbook Pdf This publication will introduce you to the hottest Scala tools, libraries, and frameworks via functional recipes about loading, manipulating, and preparing your own data. It is going to also help you research and make sense of your information utilizing magnificent and insightfulvisualizations, and machine learning toolkits. Beginning with introductory recipes utilizing the Breeze and Spark libraries, get to grips with how to export information from a plethora of potential resources and the way to pre-process numerical, string, and date information.
Next, you are going to find an understanding of theories which can allow you to visualize information with the Apache Zeppelin and Bokeh bindings from Scala, empowering exploratory data analysis will be cover how to schedule strangest machine learning algorithms utilizing Spark ML library. Work through measures to scale your system learning units and deploy them in a standalone bunch, EC2, YARN, and Mesos. Finally dip to the strong alternatives presented by Spark Streaming, and machine learning for loading information, in addition to using Spark GraphX.
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