The HDPCD Spark Exam notes tell that it will have links to Apache Spark documentation. Is it the same as the programming guide - https://spark.apache.org/docs/1.6.0/programming-guide.html
The documentation available in the exam is https://spark.apache.org/docs/1.6.0/
So, yes the programming guide is part of that.
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