Difficulty Level
Intermediate
Completion Time
13h52m
Language
English
About Book
Who Is This Book For?
If you are a Scala developer or data scientist, or if you want to enter the field of data science, then this book will give you all the tools you need to implement data science solutions.
Scala for Data Science
- About Book
- Who Is This Book For?
- Book Content
Book content
chapters • 13h52m total length
Scala and Data Science
Manipulating data with Breeze and Saddle
Plotting with Breeze-viz
Parallel collections and futures
Scala and SQL through JDBC
Slick: a functional interface to SQL
Interacting with Web APIs
Scala and MongoDB
Advanced concurrency with actors
Distributed Batch Processing with Spark
Spark SQL and DataFrames
Distributed Machine Learning with MLlib
Visualisation with the Play framework
Visualization with D3 and the Play Framework
Appendix: Pattern matching and extractors
Related Resources
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