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Tabla de Contenidos: “…Cover -- Copyright -- Credits -- About the Author -- About the Reviewer -- www.PacktPub.com -- Customer Feedback -- Table of Contents -- Preface -- Chapter 1: Big Data Analytics with Spark -- Introduction -- Initializing SparkContext -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Working with Spark's Python and Scala shells -- How to do it... -- How it works... -- There's more... -- See also -- Building standalone applications -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Working with the Spark programming model -- How to do it... -- How it works... -- There's more... -- See also -- Working with pair RDDs -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Persisting RDDs -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Loading and saving data -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Creating broadcast variables and accumulators -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Submitting applications to a cluster -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Working with DataFrames -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Working with Spark Streaming -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Chapter 2: Tricky Statistics with Spark -- Introduction -- Working with Pandas -- Variable identification -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Sampling data -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Summary and descriptive statistics -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Generating frequency tables…”

Tabla de Contenidos: “…Analyzing big data -- Introduction to data analysis with Scala and Spark -- Recommending music and the audioscrobbler data set -- Predicting forest cover with decision trees -- Anomaly detection in network traffic with K-means clustering -- Understanding Wikipedia with latent semantic analysis -- Analyzing co-occurrence networks with GraphX -- Geospatial and temporal data analysis on the New York City taxi trip data -- Estimating financial risk through Monte Carlo simulation -- Analyzing genomics data and the BDG project -- Analyzing neuroimaging data with PySpark and Thunder…”

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Materias: “…Big data Congresses…”

Tabla de Contenidos: “…; PART 3: DATA, DATA EVERYWHERE - BIG DATA AND THE IOT; 11 THE IOT: THE NEXT SECURITY FRONTIER APRIL 2012; 12 BIG BROTHER AND BIG DATA JULY 2013…”

Materias: “…Big Data Analytics…”

Tabla de Contenidos: “…Analyzing big data -- Introduction to data analysis with Scala and Spark -- Recommending music and the audioscrobbler data set -- Predicting forest cover with decision trees -- Anomaly detection in network traffic with K-means clustering -- Understanding Wikipedia with latent semantic analysis -- Analyzing co-occurrence networks with GraphX -- Geospatial and temporal data analysis on the New York City taxi trip data -- Estimating financial risk through Monte Carlo simulation -- Analyzing genomics data and the BDG project -- Analyzing neuroimaging data with PySpark and Thunder…”

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