Scala for Data Science

Table of Contents

1. Scala and Data Science
2. Manipulating data with Breeze and Saddle
3. Plotting with Breeze-viz
4. Parallel collections and futures
5. Scala and SQL through JDBC
6. Slick: a functional interface to SQL
7. Interacting with Web APIs
8. Scala and MongoDB
9. Advanced concurrency with actors
10. Distributed Batch Processing with Spark
11. Spark SQL and DataFrames
12. Distributed Machine Learning with MLlib
13. Visualisation with the Play framework
14. Visualization with D3 and the Play Framework
15. Appendix: Pattern matching and extractors