Analytics and Data Summit 2020

Forth Smart is a FinTech business based in Thailand, where we have more than 120,000 topping-up kiosks throughout the country. Our customers can top-up their mobile credits by cash, as well as transfer money and pay utility bills. Forth Smart is also moving into selling physical products. In this presentation, I will demonstrate how a Machine Learning Model is used to predict the sales of soft drinks and the amount of inventory that should be kept based on location, drinks types and season. Moreover, I will discuss on the prospects of using the Python language in Oracle Machine Learning Tools to utilize TensorFlow Algorithms but now with in-database analytics.I will also like to provide updates on the work that I have discussed last year and elaborate with the audience about the success and challenges that I have faced. The updates include integrating results from Machine Learning Models to Facebook Audience, spatial analytics with GPS Coordinates and more use cases.