Zeppelin for Interactive Data Analytics培训

课程编码

zeppelin

课程时长

14 小时 通常来说是2天,包括中间休息。

要求

  • An understanding of big data concepts
  • Experience with Spark and Hadoop
  • Experience with the command line

课程概览

Apache Zeppelin是一款基于Web的笔记本,用于捕获,探索,可视化和共享基于Hadoop和Spark的数据。 这种有指导性的实时培训引入了交互式数据分析背后的概念,并让参与者通过在单用户或多用户环境中部署和使用Zeppelin。 在培训结束后,参与者将能够: 安装并配置Zeppelin 在基于浏览器的界面中开发,组织,执行和共享数据在不参考命令行或群集细节的情况下可视化结果在长时间的工作流程上执行并协作可以使用许多插件语言/数据处理后端,例如Scala(使用Apache Spark),Python(使用Apache Spark),Spark SQL,JDBC,Markdown和Shell。 将Zeppelin与Spark,Flink和Map Reduce集成用Apache Shiro保护Zeppelin的多用户实例 听众 数据工程师数据分析师数据科学家软件开发商 课程的格式 部分讲座,部分讨论,练习和沉重的练习

Machine Translated

课程大纲

Introduction

Installing and Configuring Zeppelin

Overview of Zeppelin Features and Architecture

Navigating the Browser Interface

Understanding the Data Analysis Workflow

Organizing Data for Analysis

Visualizing Data

Sharing Data and Collaborating with Other Analysists

Working with Plug-ins

Backend Data Processing

Working with Scala and Apache Spark

Working with Python and Apache Spark

Working with Spark SQL

Working with JDBC

Using Markdown and Shell

Integrating Zeppelin with Spark, Flink and Map Reduce

Setting up and Securing Multi-user Instances

Troubleshooting

Summary and Conclusion

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