http://databricks.com/spark-training-resources

Spark Workshops  https://www.sics.se/~amir/ ,搜索 spark

http://databricks.gitbooks.io/databricks-spark-reference-applications/content/

https://github.com/apache/spark/tree/master/examples/src/main/python

litaotao 的一系列 spark 文章 (python+spark)

http://litaotao.github.io/spark-dataframe-introduction

litaotao 也整理了一系列spark的学习资源

http://litaotao.github.io/spark-resouces-blogs-paper

Spark修炼之道（进阶篇）--Spark入门到精通

http://blog.csdn.net/lovehuangjiaju/article/details/48580863

spark 编程向导--书籍

http://endymecy.gitbooks.io/spark-programming-guide-zh-cn/content/deploying/running-spark-on-yarn.html

http://taoistwar.gitbooks.io/spark-operationand-maintenance-management/content/

以WordCount为例, 讲解Spark内核作业调度机制

http://www.cnblogs.com/yoyaprogrammer/p/dive_into_wordcount_1.html

Spark（四） -- Spark工作机制

http://blog.csdn.net/qq1010885678/article/details/45728173

====================

部署专题

====================

CDH5 集群中 Spark 集群模式的安装过程配置过程

http://blog.javachen.com/2014/07/01/spark-install-and-usage.html

Spinning up an Apache Spark Cluster: Step-by-Step

 http://blog.insightdatalabs.com/spark-cluster-step-by-step/

 

Hadoop+Spark+Hbase部署整合篇

http://blog.csdn.net/qq1010885678/article/details/46673079

Spark On Yarn & Spark as a Service & Spark On Tachyon

http://blog.csdn.net/qq1010885678/article/details/46242143

Windows平台下安装Hadoop

http://www.cnblogs.com/kinglau/p/3270160.html

Introduction to Spark for .NET Developers

https://msdn.microsoft.com/en-us/magazine/mt595756.aspx

Spark 部署

https://docs.qingcloud.com/guide/spark.html

Spark集群安装和使用 - JavaChen Blog

http://blog.javachen.com/2014/07/01/spark-install-and-usage.html

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调优

====================

一个实际PySpark项目性能调优

http://flykobe.com/index.php/2015/06/01/pyspark-spark-tuning/

美团点评的 Spark性能优化指南

http://tech.meituan.com/spark-tuning-pro.html

====================

pyspark 专题

====================

Spark Python API函数学习：

http://www.iteblog.com/archives/1395

pyspark文章, https://districtdatalabs.silvrback.com/getting-started-with-spark-in-python,

中文翻译:  http://blog.jobbole.com/86232/

示例代码库 https://github.com/DistrictDataLabs/spark-workshop/ ,非常棒!

Using Jupyter on Apache Spark: Step-by-Step with a Terabyte of Reddit Data

http://blog.insightdatalabs.com/jupyter-on-apache-spark-step-by-step/

How To Write Spark Applications in Python

http://blog.appliedinformaticsinc.com/how-to-write-spark-applications-in-python/

spark streaming+kafka, 另外还有spark-submit如何传入依赖的python package和jar包.

http://rustyrazorblade.com/2015/05/spark-streaming-with-python-and-kafka/

http://www.csdn.net/article/2014-01-28/2818282-Spark-Streaming-big-data

【Spark1.3官方翻译】 Spark Submit提交应用程序

http://blog.csdn.net/mycafe_/article/details/44923265

Spark 入门（Python、Scala 版）

http://my.oschina.net/leejun2005/blog/411605

Spark编程指南--Python版

http://www.csdn.net/article/2015-04-24/2824552

pyspark与spark的集成方式

http://flykobe.com/index.php/2015/04/18/pyspark-and-spark/

开发模式下, 如何方便解决jar的依赖, 或者直接将jar加到SPARK_CLASSPATH中, 参见compute-classpath.sh

http://zhangyi.farbox.com/post/wen-ti-jie-jue/solve-spark-issue-of-all-masters-are-unresponsive

http://blog.csdn.net/qq1010885678/article/details/46052055

====================

SQL 专题

====================

平易近人、兼容并蓄--Spark SQL 1.3.0概览

http://www.csdn.net/article/2015-04-03/2824407

Spark ETL Techniques (包括python/scala的优劣对比)

http://www.slideshare.net/DonDrake/presentations

基于spark1.3.1的spark-sql实战－01

http://blog.csdn.net/stark_summer/article/details/45825177

Spark SQL 1.3测试

http://www.cnblogs.com/kxdblog/p/4488991.html

Spark SQL 之 Data Sources

http://www.cnblogs.com/BYRans/p/5005342.html

有几个spark 和RDMS交互的文章

http://www.sparkexpert.com/category/etl/

Spark-1.3.1与Hive整合实现查询分析

http://shiyanjun.cn/archives/1113.html

瞌睡中的葡萄虎的cnblogs, 包含很多Spark SQL文章

http://www.cnblogs.com/luogankun/

Spark RDD写入RMDB(Mysql)方法二

http://www.iteblog.com/archives/1290

Spark读取MySQL的方法

http://www.iteblog.com/archives/1275

Spark SQL整合PostgreSQL

http://www.iteblog.com/archives/1369

Spark-1.3.1与Hive整合实现查询分析

http://shiyanjun.cn/archives/1113.html

spark sql 访问postgresql

http://zhangyi.farbox.com/post/access-postgresql-based-on-spark-sql?utm_source=tuicool

====================

ML 专题

====================

一号店的段石石同学的Machine Learning With Spark的几个notebook

http://hacker.duanshishi.com/?p=1282

几篇spark机器学习的文章

http://blog.selfup.cn/tag/spark

https://www.codementor.io/spark/tutorial/building-a-recommender-with-apache-spark-python-example-app-part1

end-to-end tutorial for a recommendation engine using PySpark

http://tech.marksblogg.com/recommendation-engine-spark-python.html

====================

Hadoop 相关

====================

Hadoop学习笔记-20.网站日志分析项目案例（一）项目介绍

http://www.cnblogs.com/edisonchou/p/4449082.html

Hadoop学习笔记-2.不怕故障的海量存储：HDFS基础入门

http://www.cnblogs.com/edisonchou/p/3538524.html

hadoop 2.0 详细配置教程

http://www.cnblogs.com/scotoma/archive/2012/09/18/2689902.html

hdfs指令：

http://hadoop.apache.org/docs/r2.6.0/hadoop-project-dist/hadoop-common/FileSystemShell.html

hadoop2.6.0】安装+例子运行

http://www.cnblogs.com/dplearning/p/4145209.html