- Also fixed java link

Author: Jongyoul Lee <jongyoul@gmail.com>

Closes #4172 from jongyoul/SPARK-FIXDOC and squashes the following commits:

6be03e5 [Jongyoul Lee] [SPARK-5058] Part 2. Typos and broken URL - Also fixed java link