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6 changes: 3 additions & 3 deletions README.md
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Expand Up @@ -6,7 +6,7 @@ You must have Scikit Learn, Pandas (for Machine Leraning Model) and Flask (for A

### Project Structure
This project has four major parts :
1. model.py - This contains code fot our Machine Learning model to predict employee salaries absed on trainign data in 'hiring.csv' file.
1. model.py - This contains code fot our Machine Learning model to predict employee salaries based on training data in 'hiring.csv' file.
2. app.py - This contains Flask APIs that receives employee details through GUI or API calls, computes the precited value based on our model and returns it.
3. request.py - This uses requests module to call APIs already defined in app.py and dispalys the returned value.
4. templates - This folder contains the HTML template to allow user to enter employee detail and displays the predicted employee salary.
Expand All @@ -22,12 +22,12 @@ This would create a serialized version of our model into a file model.pkl
```
python app.py
```
By default, flask will run on port 5000.
By default, flask will run on port 5000

3. Navigate to URL http://localhost:5000

You should be able to view the homepage as below :
![alt text](http://www.thepythonblog.com/wp-content/uploads/2019/02/Homepage.png)
![alt text](http://www.thepythonblog.com/wp-content/uploads/2019/02/Homepage.png);

Enter valid numerical values in all 3 input boxes and hit Predict.

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