Data Science & Hadoop Workflows at Scale With Scalding
What you'll learn This course teaches you how to use Scalding (a domain specific language) built on Scala and Cascading to build distributed applications on Hadoop. The course also focuses on the data science aspect using Algebird, an abstract algebra library for Scala, to solve real-world sketching/streaming problems on distributed systems. You will learn how to reason about a variety of problems
Of Algebirds, Monoids, Monads, and other Bestiary for Large-Scale Data Analytics
Have you ever asked yourself what monoids and monads are, and particularly why they seem to be so attractive in the field of large-scale data processing? Twitter recently open-sourced Algebird, which provides you with a JVM library to work with such algebraic data structures. Algebird is already being used in Big Data tools such as Scalding and SummingBird, which means you can use Algebird as a me
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Aggregators: modeling data queries functionally
AliceInAggregatorLand.scala
GitHub - stripe-archive/brushfire: Distributed decision tree ensemble learning in Scala
Coursera Engineering – Medium
Sam Ritchie
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http://arxiv.org/pdf/1304.1467.pdf
What use are groups, monoids, and rings in database computations?
