f 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. I found this book as a great investment to my data science journey and I encourage you to tryout this book. Kindly note that I am not going in discussing about the theory and concepts in details. To keep this post simple and easy to understand, I’ll...
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