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DataFrames for Large-scale Data Science Reynold Xin @rxin Feb 17, 2015 (Spark User Meetup) 2 Year of the lamb, goat, sheep, and ram …? A slide from 2013 … 3 From MapReduce…
Structuring Spark SQL, DataFrames, Datasets, and Streaming Michael Armbrust - @michaelarmbrust Spark Summit East 2016 Background: What is in an RDD? •Dependencies •Partitions…
SolveDF: Extending Spark DataFrames with support for constrained optimization Frederik Madsen Halberg fhalbe12@studentaaudk Sunday 11th June 2017 Aalborg University Faculty…
CS6240: Final Project Predict sightings of the Red-winged Blackbird in Birding Checklists Utkarsh Jadhav Sriharsha Srinivasa Karthik Kaipa 1 Table of Contents ● Overview…
PowerPoint 演示文稿 Scalable Language “ ” China Mobile 1 2 搭建了当前的Javac Generic Java的设计者之一 Martin Odersky --Scala的设计者 编译成Java字节码…
Introduction to Scala and Spark Ciao ciao Vai a fare ciao ciao Dr. Fabio Fumarola Contents Hadoop quick introduction An introduction to spark Spark â Architecture &…
Spark SQL and DataFrames ��� Spark GraphX ��� Spark Mlib ��� Spark Streaming Lightning-fast cluster computing Chaining transformations 2 SQL context…
Taking Spark Streaming to the next level with Datasets and DataFrames Tathagata âTDâ Das @tathadas Strata San Jose 2016 Streaming in Spark Spark Streaming changed how people…
Data processing in Apache Spark Pelle Jakovits 5 October 2015 Tartu Outline • Introduction to Spark • Resilient Distributed Datasets RDD – Data operations – RDD transformations…
1. Spark in ActionFast Big Data Analytics using ScalaMatei ZahariaUniversity of California, Berkeleywww.spark-project.org UC BERKELEY 2. My BackgroundGrad student in the…
1. Mahout Scala and Spark Bindings: Bringing algebraic semantics Dmitriy Lyubimov 2014 2. Requirements for an ideal ML Environment Wanted: 1. Clear R (Matlab)-like semantics…
diciembre 2010 Spark & Scala [email protected] Spark, elevatorthe pitch 2 Spark, the elevator pitch Developed in 2009 at UC Berkeley AMPLab, open sourced in 2010,…
Introduction to Spark with Scala Himanshu Gupta Software Consultant Knoldus Software LLP Who am I ? Himanshu Gupta (@himanshug735) Software Consultant at Knoldus Software…
Nitro PDF Software Introduction to Apache Spark Brendan Dillon Javier Arrieta Spark Core Your Applications The Stack Spark SQL MLLib GraphX Spark Streaming Mesos YARN Standalone…
Spark As A Distributed Scala Write a lot to my blog www.Fruzenshtein.com Currently interested in Scala, Akka, Spark⦠Who is who? Alexey Zvolinskiy ~4 years of Scala experience…
13 Junio 2016 Fun[ctional] Spark with Scala Quienes somos Fun[ctional] Spark with Scala José Carlos García Serrano Arquitecto Big Data en Stratio. Granadino e ingeniero…
diciembre 2010 Spark & Scala [email protected] mailto:[email protected] Spark, elevatorthe pitch 2 Spark, the elevator pitch Developed in 2009 at UC Berkeley…
Structuring Apache Spark SQL, DataFrames, Datasets, and Streaming Michael Armbrust - @michaelarmbrust Spark Summit 2016 Background: What is in an RDD? •Dependencies •Partitions…
PowerPoint Presentation Apache Spark MLlib 2.x: Migrating ML workloads to DataFrames Joseph K. Bradley December 8, 2016 ® ™ Abstract In the Apache Spark 2.x releases,…
Japanese Text Mining with Scala and Spark Japanese Text Mining with Scala and Spark Eduardo Gonzalez Scala Matsuri 2016 ScalaとSparkによる日本語テキストマイニング…