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Modern Scala Projects

You're reading from   Modern Scala Projects Leverage the power of Scala for building data-driven and high performance projects

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Product type Paperback
Published in Jul 2018
Publisher Packt
ISBN-13 9781788624114
Length 334 pages
Edition 1st Edition
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Author (1):
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Ilango gurusamy Ilango gurusamy
Author Profile Icon Ilango gurusamy
Ilango gurusamy
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Toc

Implementation objectives

The goal of this section will be to get started with developing a data pipeline using the Random Forests algorithm.

List of implementation goals

The following implementation objectives are the same and cover both the Random Forests pipeline and linear regression. We will perform preliminary steps such as Exploratory Data Analysis (EDA) once and develop specific implementation code that pertains to a particular pipeline. Therefore, the implementation objectives are listed here as follows:

  • Get the stock price dataset.
  • Carry out preliminary EDA in the Sandbox Zeppelin Notebook environment (or Spark shell), and run a statistical analysis.
  • Develop the pipeline incrementally in Zeppelin, and port...
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