No, unfortunately, you cannot use Apache Spark MLlib on Android. This is not compatible with Android. But if you want the predictions, then the best you could do is to get it from somewhere else like from an API. Check out the Apache Spark tutorial and get started. If you wish to get trained and skilled in Apache Spark, enroll in a Spark course from Intellipaat, which offers you the industry-grade course along with guided projects which help to enhance your practical skills.
Kickstart your career by enrolling in the Apache Spark course in Singapore.
Also, watch the following video on Spark Training to help you get a better practical idea about the course.