End to End Data Science project

Kindly follow these steps to run the project:-

Step1: Download the project folder on to your system

Step2: Create a new environment

conda create -p venv python==3.10

conda activate venv 

Step3: Install required packages

pip install -r requirements.txt

Step4: Create a .env file in the directory and save your database credentials

Step5: In the utils file, modify the table_name in

Select * from [table_name]

Step6: Uncomment line number 33 and 72 and comment out line no 34 in the data_ingestion.py file inside components folder inside the src folder

Step7: Then execute the following command:

python src/pipeline/train_pipeline.py

Step7: After execution, kindly visit the data_ingestion.py file and this time comment out the line numbers 33 and 72 and uncomment line number 34.

Step8: Now run the following command:

python app.py

Step9: While app.py is running, paste the following in your browser

http://127.0.0.1:3000/