Modern Scala projects : leverage the power of Scala for building data-driven and high-performant projects

Summary: Scala is a multipurpose programming language, especially for analyzing large datasets without impacting the application performance. Its functional libraries can interact with databases and build scalable frameworks that create robust data pipelines. This book showcases how you can use Scala and its constructs to meet specific project demands.

Record details

ISBN: 9781788624114
ISBN: 1788624114
ISBN: 9781788624114
ISBN: 1788625277
ISBN: 9781788625272
Physical Description: 1 online resource : illustrations
remote
Publisher: Birmingham, UK : Packt Publishing, 2018.

Content descriptions

Bibliography, etc. Note:	Includes bibliographical references.
Formatted Contents Note:	Implementation objective 2- deriving a dataframe for EDAStep 1 -- conducting preliminaryEDA; Step 2 -- loading data and converting it to an RDD[String]; Step 3 -- splitting the resilient distributed dataset and reorganizing individual rows into an array; Step 4 -- purging the dataset of rows containing question mark characters; Step 5 -- running a count after purging the dataset of rows with questionable characters; Step 6 -- getting rid of header; Step 7 -- creating a two-column DataFrame; Step 8 -- creating the final DataFrame; Random Forest breast cancer pipeline
Source of Description Note:	Online resource; title from title page (Safari, viewed August 27, 2018).