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				@@ -31,7 +31,9 @@ source ./content/env_variables.sh 
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				 - Set the project that you will be working on: 
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				-```gcloud config set project $PROJECT_ID`` 
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				+``` 
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				+gcloud config set project $PROJECT_ID 
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				+``` 
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				 - Enable APIs: 
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				 ``` 
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				@@ -44,7 +46,9 @@ gcloud services enable bigquery.googleapis.com 
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				 - Install package requirements: 
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				 Make sure you have a python version >=3.6.0. Otherwise you will face some version errors [Useful link](https://stackoverflow.com/questions/47273260/google-cloud-compute-engine-change-to-python-3-6) 
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				-```ERROR: Package 'scispacy' requires a different Python: 3.5.3 not in '>=3.6.0'`` 
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				+``` 
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				+ERROR: Package 'scispacy' requires a different Python: 3.5.3 not in '>=3.6.0' 
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				+``` 
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				 ``` 
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				 pip3 install --user -r requirements.txt 
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