Hands-On Lab: Build a Movie Recommendation App with Machine Learning in MySQL HeatWave

MySQL HeatWave is the only MySQL database service for OLTP, OLAP, ML, and Lakehouse. In this workshop, we will focus on the machine learning capabilities and will show how to build the MovieHub application powered by MySQL HeatWave.

MovieHub is a fictitious movie streaming application that delivers personalized recommendations using machine learning. It leverages the built-in MySQL HeatWave AutoML recommender system to predict, for example, movies that a user will like, or to which users a given movie should be promoted. MySQL HeatWave AutoML includes everything users need to build, train, deploy, and explain machine learning models within MySQL HeatWave, at no additional cost.

We will build this app using the most popular low-code development platform, Oracle APEX, which will also enable you to create analytics dashboards in the application. We will develop a few scenarios both from the user's and the administrator's perspective.

Take this opportunity to have a hands-on experience about MySQL HeatWave and it machine learning capabilities.

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