Apache Spark Fundamentals E-Learning Training

Bestel deze unieke E-Learning cursus Apache Spark Fundamentals online, 1 jaar 24/ 7 toegang tot rijke interactieve video’s, spraak, voortgangsbewaking door rapportages en testen.
Ontdek Apache Spark, het open-source cluster computing-framework dat een fouttolerante biedt
programmeerinterface voor clusters.

Apache Spark is een cluster computing-framework voor snelle verwerking van Hadoop-gegevens. Spark-applicaties kunnen worden geschreven in Scala, Java of Python. In dit traject leer je Spark-applicaties te ontwikkelen met behulp van Scala, Java of Python. Je leert ook hoe je applicaties test en implementeert in een cluster, clusters en applicaties monitort en resources plant voor clusters en individuele applicaties.

Cursusinhoud 

Programming and Deploying Apache Spark Applications

Getting Started with Apache Spark
45 Minutes

Course Introduction
Overviewing Spark
Downloading and Installing Apache Spark
Downloading and Installing Apache Spark on Mac OS X
Installing a JDK and Building Spark on Mac OS X
Working with the Spark Shell
Linking to Spark
Initializing Apache Spark

Resilient Distributed Datasets (RDDs)
10 Minutes

Creating Parallelized Collections
Creating External Datasets

RDD Operations
37 Minutes

RDD Transformations
RDD Actions
Passing Functions to Spark
Working with Key-Value Pairs
Persisting RDDs

Shared Variables
8 Minutes

Broadcast Variables
Accumulators

Working with Data
29 Minutes

Loading and Saving Data
Getting Started with Spark SQL
Getting Started with Spark GraphX

Deployment and Testing
21 Minutes

Cluster Mode Overview
Deploying to a Cluster
Unit Testing

Monitoring and Scheduling
20 Minutes

Monitoring with Web UIs
Scheduling Across Applications
Configuring Fair Sharing in an Application
Configuring Fair Scheduler Pool Properties

Practice: Programming and Deploying a Spark App
10 Minutes
Exercise: Programming and Deploying a Spark Application