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CDH training-Cloudera Developer Training for Spark and hadoop

Shulou Source: shulou.com Published: 2022-06-03 04:40:15 10月04日 Update

Cloudera Developer Training for Spark and hadoop

Course Time: June 27-30, 2016

Course Location: Zhangjiang Hi-Tech Berkeley Engineering Innovation Center, Pudong New area, Shanghai

Contact us:400-679-6113

QQ:1438118790

Certification:CCA-175

Learn how toimport data into your Apache Hadoop closter and process it with spark 、 hive 、 flume 、 sqoop 、 impala and other Hadoop ecosystem tools.

Audience and Prerequisites

This coursedesigned for developers and engineers who have programming experience. Apachespark examples and hands-on exercises are presented in Scala and Python, so theability to program in one of those languages is required. Basic familiaritywith the Linux command line is assumed. Basic knowledge of SQL is helpful. Priorknowledge of Hadoop is not required.

Course outline:DeveloperTraining for Spark and hadoop

Introduction to Hadoop and the Hadoop ecosystem

Hadoop architecture and HDFS

Importing relational data with Apache spoop

Introduction to impala and hive

Modeling and managing data with impala and hive

Data formats

Data partitioning

Capturing data with Apache flume

Spark basics

Working with RDDs in spark

Writing and deploying spark applications

Parallel programming with spark

Spark caching and persistence

Common patterns in spark data processing

Preview:spark SQL

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