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+# NLP-enriched News Intelligence platform
+
+This is the correction of the project 1: **NLP-enriched News Intelligence platform**.
+
+## Deliverables
+
+```
+project
+│   README.md
+│   environment.yml    
+│
+└───data
+│   │   topic_classification_data.csv
+│   
+└───results
+│   │   topic_classifier.pkl
+│   │   learning_curves.png
+|
+|───nlp_engine
+│   
+
+``` 
+
+## Validation
+The project is validated if:
+
+### Scrapper
+- There are at least 300 news articles stored in the file system or the database.
+- Run the scrapper and fetch 3 documents. The scrapper is not expected to fetch n documents, you can stop it manually.
+
+### NLP engine
+- Run the nlp_engine on the 3 documents you fetched. 
+
+
+### Topic classfier
+- The **accuracy** on the test set is bigger then **95%**. 
+