diff --git a/README.md b/README.md
index d6de584..c62a293 100644
--- a/README.md
+++ b/README.md
@@ -3,7 +3,7 @@
 [![Coverage Status](https://coveralls.io/repos/18F/doc_processing_toolkit/badge.png)](https://coveralls.io/r/18F/doc_processing_toolkit)
 
 ##### About
-Python library to extract text from any file type compatiable with [TIKA](http://tika.apache.org/). It defaults to OCR when text extraction of a PDF file fails.
+Python library to extract text from any file type compatiable with [Tika](http://tika.apache.org/). It defaults to OCR when text extraction of a PDF file fails.
 
 ##### Dependencies
 - [Apache Tika](http://tika.apache.org/)
@@ -13,14 +13,14 @@ Python library to extract text from any file type compatiable with [TIKA](http:/
 
 ##### Installation
 1. Download tika-server-1.7.jar from [Apache Tika](http://www.apache.org/dyn/closer.cgi/tika/tika-server-1.7.jar)
-2. Mac: `brew install ghostscripts` Ubuntu: `sudo apt-get install ghostscript`
+2. Mac: `brew install ghostscript` Ubuntu: `sudo apt-get install ghostscript`
 3. Mac: `brew install tesseract` Ubuntu: `sudo apt-get install tesseract-ocr`
 4. Mac: `brew tap homebrew/x11` and `brew install xpdf` Ubuntu: `sudo apt-get install poppler-utils`
 5. Install Python dependencies with `pip install -r requirements.txt`
 
 ##### Usage
 These script assume that an instance of Tika server is running.
-Starting Tika Servers
+Starting Tika Server
 `java -jar tika-server-1.7.jar --port 9998`
 
 In Python script