Infinite Skills Using R For Big Data With Spark-Illiterate

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INFINITE SKILLS USING R FOR BIG DATA WITH SPARK-iLLiTERATE
General:

Size: 662.17 MB

Get more info at https://www.linkedin.com/learning/
## Manuel Amunategui
## Estimated time to complete: 2h 18m
## Topics Spark
## Published byInfinite Skills 2016
## Downloads www.infiniteskills.com/02426
2018x12 14x50 +2

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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

Discover how to use your R skills in a big data
distributed cloud computing cluster environment
Gain hands-on experience setting up Spark clusters
on Amazon's AWS cloud services platform
Understand how to control a cloud instance on AWS
using SSH or PuTTY
Explore basic distributed modeling techniques like
GLM, Naive Bayes, and K-means
Learn to do cloud based data manipulation and
processing using SparkR and SparkSQL
Understand how to access data from the CSV, Json
HDFS, and S3 formats

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