Using this we can predict the temperature and also detect any anomaly in the temperature of a
refrigerator or any other place using Machine Learning and Internet of Things
This project uses Machine Learning and Internet of Things to predict the future temperature and it also detects any
anomaly in the temperature data using Z-Score Analysis and sends an Email and SMS alert to the user.
We could have used simple if-else statements to detect any anomaly in the data but the temperature is not always
constant it can fluctuate inside a refrigerator but we are interested in only sudden changes then we can use Machine Learning,
here we used Z-Score Analysis to figure out the anomaly in the temperature data set more effectively.
Python(we will be using Python 3 here) pakacges required can be downloaded by writing the following commands in the terminal:
- pip3 install boltiot