Online-Ressource | |
Verfasst von: | Amunategui, Manuel [VerfasserIn] |
Titel: | Using R for big data with Spark |
Titelzusatz: | hands-on data analytics in the Cloud using Spark, AWS, SparkR, and more |
Verf.angabe: | with Manuel Amunategui. |
Verlagsort: | [Place of publication not identified] |
Verlag: | O'Reilly |
E-Jahr: | 2016 |
Jahr: | [2016] |
Umfang: | 1 online resource (1 streaming video file (2 hr., 20 min.)) |
Illustrationen: | digital, sound, color |
Fussnoten: | Title from title screen (viewed November 4, 2016). - Date of publication from resource description page |
Abstract: | "Data analysts familiar with R will learn to leverage the power of Spark, distributed computing and cloud storage in this course that shows you how to use your R skills in a big data environment. You'll learn to create Spark clusters on the Amazon Web Services (AWS) platform; perform cluster based data modeling using Gaussian generalized linear models, binomial generalized linear models, Naive Bayes, and K-means modeling; access data from S3 Spark DataFrames and other formats like CSV, Json, and HDFS; and do cluster based data manipulation operations with tools like SparkR and SparkSQL. By course end, you'll be capable of working with massive data sets not possible on a single computer. This hands-on class requires each learner to set-up their own extremely low-cost, easily terminated AWS account."--Resource description page. |
URL: | Aggregator: https://learning.oreilly.com/library/view/-/9781491973035/?ar |
Datenträger: | Online-Ressource |
Sprache: | eng |
Sach-SW: | R (Computer program language) |
SPARK (Computer program language) | |
Big data ; Computer programs | |
Electronic videos ; local | |
K10plus-PPN: | 1680200372 |
Lokale URL UB: | Zum Volltext |
Bibliothek der Medizinischen Fakultät Mannheim der Universität Heidelberg | |
Bestellen/Vormerken für Benutzer des Klinikums Mannheim Eigene Kennung erforderlich | |
Bibliothek/Idn: | UW / m3608171908 |
Lokale URL Inst.: | Zum Volltext |