Performing Real-Time Predictions Using Machine Learning, GridDB and Python

In this tutorial, we will see how we can turn our Machine Learning model into a web API to make real-time predictions using Python. This tutorial is carried out in Anaconda Navigator (Python version – 3.8.3) on Windows Operating System. You can install these packages in Conda's virtual environment using conda install package-name. In case you are using Python directly via terminal/command prompt, pip install package-name will do the work. Note that to access GridDB's database through Python, the following packages will be required – Our environment is all set up and ready to use.