Procfile is required by heroku to detect the application as python application. It is required to have Procfile and requrements.txt files included in the project directory. Below is the project directory structure.
#Everweb file folder structure install#
If we already have the application files on Github then no need to install git but if we do not have them on GitHub then either we upload them using the git utility of uploading files and folders or we can install git then push and commit the project files into it. There are 3 different methods for application deployment but we will follow the method in which we will not have to install heroku CLI.
We are deploying using this because of two reasons - (a) It’s free to use (b) Ease of application deployment.įirst, we will have to create a free account on heroku to login to the heroku system. Heroku is a cloud platform as a service company owned by Salesforce. There are various platforms to deploy web application but we will deploy our application using a free to use platform called Heroku. import pandas as pd import pickle dataset = pd.read_csv("hiring.csv") dataset.fillna(0, inplace=True) dataset.fillna(an(), inplace=True) X = dataset.iloc # converting words into integer values def convert_to_int(word): word_dict = '.format(output)) if _name_ = '_main_': app.run(debug=True) Using the below code, we will read in a training data file ‘hiring.csv’, treat the null values and replace the text values to numerical values in order to feed them into the model. In this part, we will develop a simple machine learning model using python and save the model to use it in the next step.
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