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Updated grammatical, punctuation in the README #531

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Updated grammatical, punctuation in the README #531

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8 changes: 4 additions & 4 deletions README.md
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Expand Up @@ -20,11 +20,11 @@ limitations under the License.
[![Build
Status](https://api.travis-ci.org/apache/predictionio.svg?branch=develop)](https://travis-ci.org/apache/predictionio)

Apache PredictionIO is an open source machine learning framework
for developers, data scientists, and end users. It supports event collection,
Apache PredictionIO is an open-source machine learning framework
for developers, data scientists, and end-users. It supports event collection,
deployment of algorithms, evaluation, querying predictive results via REST APIs.
It is based on scalable open source services like Hadoop, HBase (and other DBs),
Elasticsearch, Spark and implements what is called a Lambda Architecture.
Based on scalable open-source services like Hadoop, HBase (and other DBs),
Elasticsearch, Spark, and implements what is called a Lambda Architecture.

To get started, check out http://predictionio.apache.org!

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