Udemy

Real World Vagrant - Build an Apache Spark Development Env!

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  • 304 名學生
  • 更新於 1/2017
4.2
(13 個評分)
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課程資料

報名日期
全年招生
課程級別
學習模式
修業期
3 小時 13 分鐘
教學語言
英語
授課導師
Toyin Akin
評分
4.2
(13 個評分)
2次瀏覽

課程簡介

Real World Vagrant - Build an Apache Spark Development Env!

With a single command, build an IDE, Scala and Spark (1.6.2 or 2.0.1) Development Environment! Run in under 3 minutes!!

Note : This course is built on top of the "Real World Vagrant For Distributed Computing - Toyin Akin" course

This course enables you to package a complete Spark Development environment into your own custom 2.3GB vagrant box.


Once built you no longer need to manipulate your Windows machine in order to get a fully fledged Spark environment to work. With the final solution, you can boot up a complete Apache Spark environment in under 3 minutes!!


Install any version of Spark you prefer. We have codified for 1.6.2 or 2.0.1. but it's pretty easy to extend this for a new version.


Why Apache Spark ...


Apache Spark run programs up to 100x faster than Hadoop MapReduce in memory, or 10x faster on disk.
Apache Spark has an advanced DAG execution engine that supports cyclic data flow and in-memory computing.
Apache Spark offers over 80 high-level operators that make it easy to build parallel apps. And you can use it interactively from the Scala, Python and R shells.
Apache Spark can combine SQL, streaming, and complex analytics.



Apache Spark powers a stack of libraries including SQL and DataFrames, MLlib for machine learning, GraphX, and Spark Streaming. You can combine these libraries seamlessly in the same application.

課程章節

  • 5 個章節
  • 15 堂課
  • 第 1 章 Justification
  • 第 2 章 First Steps
  • 第 3 章 Automation Steps to Build Your Spark Development Environment
  • 第 4 章 Build our Virtual Machine Image
  • 第 5 章 Conclusion

課程內容

  • Simply run a single command on your desktop, go for a coffee, and come back with a running distributed environment for cluster deployment, Ability to automate the installation of software across multiple Virtual Machines


評價

  • a
    aaron gong
    4.5

    good but can go faster

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