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大数据培训:Hadoop大数据管理CCAH认证培训课程大纲(Cloudera CDH) ... ... ...

大数据管理培训:CCAH认证培训(Cloudera CDH认证)

 

由于Hadoop已经成为业界的大数据标准平台,许多公司都推出了各自版本的Hadoop,也有一些公司则围绕Hadoop开发产品。在Hadoop生态系统中,规模最大、知名度最高的公司则是ClouderaCloudera公司推出的CCAH是目前全球唯一的大数据管理员国际认证。

 

CCAH认证要求学员具备管理员在配置、部署、维护以及保护Apache Hadoop集群以及包括Hive,Impala,Yarn等在内的生态系统项目时所必需的技术知识、技能与能力。

 

CCAH培训时间:4

进阶课程:

大数据分析 http://www.oraclebi.net/article-307-1.html 

数据仓库设计与BI商业智能工程师 :http://www.oraclebi.net/ORACLE_BI/

CCAH大数据管理学习内容

 

Apache Hadoop的应用案例

Hadoop分布式文件系统

Hadoop数据载入

MapReduce

规划Hadoop机群

Hadoop安装和基本配置

安装配置HiveImpalaPig

Hadoop客户端

高级配置

Hadoop安全

管理和调度作业

集群维护

集群监测和排错

教学大纲

    The Case for Apache Hadoop

      Why Hadoop?

      Core Hadoop Components

      Fundamental Concepts

    

    HDFS

      HDFS Features

      Writing and Reading Files

      NameNode Memory Considerations

      Overview of HDFS Security

      Using the Namenode Web UI

      Using the Hadoop File Shell

 

    Getting Data into HDFS

      Ingesting Data from External Sources with     Flume

      Ingesting Data from Relational Databases      with Sqoop

      REST Interfaces

      Best Practices for Importing Data

 

    YARN and MapReduce

      What Is MapReduce?

      Basic MapReduce Concepts

      YARN Cluster Architecture

      Resource Allocation

      Failure Recovery

      Using the YARN Web UI

      MapReduce Version 1

 

    Planning Your Hadoop Cluster

      General Planning Considerations

      Choosing the Right Hardware

      Network Considerations

      Configuring Nodes

      Planning for Cluster Management

 

    Hadoop Installation and Initial

     Configuration Deployment Types

      Installing Hadoop

      Specifying the Hadoop Configuration

      Performing Initial HDFS Configuration

      Performing Initial YARN and MapReduce

     Configuration  Hadoop Logging

 

    Installing and Configuring Hive, Impala,    and Pig

      Hive

      Impala

      Pig

 

    Hadoop Clients

      What is a Hadoop Client?

      Installing and Configuring Hadoop Clients

      Installing and Configuring Hue

      Hue Authentication and Authorization

 

    Cloudera Manager

      The Motivation for Cloudera Manager

      Cloudera Manager Features

      Express and Enterprise Versions

      Cloudera Manager Topology

      Installing Cloudera Manager

      Installing Hadoop Using Cloudera Manager

      Performing Basic Administration Tasks

 

    Using Cloudera Manager

 

    Advanced Cluster Configuration

      Advanced Configuration Parameters

      Configuring Hadoop Ports

      Explicitly Including and Excluding Hosts

      Configuring HDFS for Rack Awareness

 

    Hadoop Security

      Why Hadoop Security Is Important

      Hadoop’s Security System Concepts

      What Kerberos Is and How it Works

      Securing a Hadoop Cluster with Kerberos

 

    Managing and Scheduling Jobs

      Managing Running Jobs

      Scheduling Hadoop Jobs

      Configuring the FairScheduler

      Impala Query Scheduling

 

    Cluster Maintenance

      Checking HDFS Status

      Copying Data Between Clusters

      Adding and Removing Cluster Nodes

      Rebalancing the Cluster

      Cluster Upgrading

 

    Cluster Monitoring and Troubleshooting

      General System Monitoring

      Monitoring Hadoop Clusters

      Common Troubleshooting Hadoop



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