Scala for Data Science by Pascal Bugnion

Scala for Data Science Pascal Bugnion ebook
ISBN: 9781785281372
Page: 183
Publisher: Packt Publishing
Format: pdf

There are 11 remote scala + data science jobs at startups like CrowdFlower, Receiptful and DataRobot. How Python became the language of choice for data science So nowadays I'm doing most my work in Scala and Java. I'm interested in statistics, machine learning, natural language processing, json manipulation, and linear and abstract algebra. Aas - Code to accompany Advanced Analytics with Spark from O'Reilly Media. Have a good, well-designed library for scientific computing, including non-uniform random number generation and linear algebra. There is clearly a market for a good book about using Scala for statistical computing, machine learning and data science. Data Science has a reputation for being complicated, but with the help of Scala and Scalding most patterns can be significantly simplified. Combined with Spark's dataframes, ND4J is making real data science viable in Scala. There has been a lot of discussion on-line recently about languages for data analysis, statistical computing, and data science more generally. That will focus on end-to-end big data pipelines in Scala, and on data science on the JVM. Edit: Taking you mean statically typed with "compiled like Java/Scala" Depends what you want to do. Modern computing has no shortage of tools for the data scientist.