Fixed loose ends in docs.

1 files changed, 2 insertions, 2 deletions

diff --git a/docs/streaming-programming-guide.md b/docs/streaming-programming-guide.md
index 1495af2267..07c4c55633 100644
--- a/docs/streaming-programming-guide.md
+++ b/docs/streaming-programming-guide.md
@@ -48,10 +48,10 @@ ssc.textFileStream(directory)    // Creates a stream that monitors and processes
 ssc.socketStream(hostname, port) // Creates a stream that uses a TCP socket to read data from hostname:port
 {% endhighlight %}
 
-The core Spark Streaming API provides input streams for files, sockets, Akka actors. Additional functionality for Kafka, Flume, ZeroMQ, Twitter, etc. can be imported by adding the right dependencies as explained in the [linking](#linking-with-spark-streaming) section.
+The core Spark Streaming API provides input streams for files, sockets, and Akka actors. Additional functionality for Kafka, Flume, ZeroMQ, Twitter, etc. can be imported by adding the right dependencies as explained in the [linking](#linking-with-spark-streaming) section.
 
 # DStream Operations
-Data received from the input streams can be processed using _DStream operations_. There are two kinds of operations - _transformations_ and _output operations_. Similar to RDD transformations, DStream transformations operate on one or more DStreams to create new DStreams with transformed data. After applying a sequence of transformations to the input streams, output operations need to called, which writes data out to an external data sink like a file system or a database.
+Data received from the input streams can be processed using _DStream operations_. There are two kinds of operations - _transformations_ and _output operations_. Similar to RDD transformations, DStream transformations operate on one or more DStreams to create new DStreams with transformed data. After applying a sequence of transformations to the input streams, output operations need to called, which write data out to an external data sink like a file system or a database.
 
 ## Transformations