Amazon Web Services - YouTubeThe official YouTube channel for Amazon Web Services (AWS). Amazon Web Services offers a complete set of infrastructure and application services that enable ...
SF Scala @Spotify: Neville Li, Macros in Data Pipelines
Scale By the Bay 2019 is held on November 13-15 in sunny Oakland, California, on the shores of Lake Merritt: https://scale.bythebay.io. Join us! ----- In this talk Neville presents how Scala Macros can be used to improve data pipeline code levering Parquet, Avro, Scalding and Spark. Neville has been working at Spotify for 4 years now and is a member of the music recommendation team. He also lea
FunctionalTV
Technical talks from the best San Francisco Bay Area meetups for software engineers and data scientists devoted to thoughtful and scalable programming and AI...
Why Scala is Taking Over the Big Data World | SkillsCast
8th December 2014 in London There are 48 other SkillsCasts available from Scala eXchange 2014 Please log in to watch this conference skillscast. Users of Big (and not so Big) Data roughly divide into three groups, developers like us, traditional data analysts, and a hybrid called data scientists. The analysts prefer SQL, SAS, and similar, traditional tools. The scientists (mostly statisticians, re
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
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SF Scala: Nikhil Tibrewal, Playlist Recommendations @Spotify
BDSBTB 2015: Dan Osipov, Scala at Shazam
http://tools.systems/popular-mapreduce-tools/
SBTB 2014, Ed Fine: Kiji and Scalding -- the Easy Way to Get Started with Data Science at Scale
SBTB 2014, Shashidhar Dakuri: Fighting Spam with Scala and Big Data
SBTB 2014, Sasha Ovsanskin: How LinkedIn Uses Scalding for Data Driven Product Development
An Overview of Scalding
Scalding REPL with Eclipse Scala Worksheets
Building robust data pipelines in Scala | SkillsCast
Cloudera Blog
O'Reilly Webcast: Enterprise Data Workflows with Cascading
http://www.parleys.com/play/53a7d2c5e4b0543940d9e547/chapter0/about
http://www.parleys.com/play/53a7d2c5e4b0543940d9e544/chapter11/about
0603 Summingbird Streaming Portable MapReduce
Data Workflows for Machine Learning