Embedding Machine Learning Models to Web Apps (Part-1)

The best way to learn data science is by doing it, and there's no other alternative . From this post, I am going to reflect my learning on how I developed a machine learning model, which can classify movies reviews as positive or negative, and how I embed this model to a Python Flask web application. The ultimate goal is to sail through an end to end project. I firmly believe at the end of this post, you'll be equipped with all the necessary skill that need to embed an ML model to a web application. I came across this end to project on the book, "Python Machine Learning: Machine Learning and Deep Learning with Python, scikit-learn, and TensorFlow, 2nd Edition"[1] by Sebastian Raschka and Vahid Mirjalili.