Tutorial: Declarative Machine Learning

Machine learning explores the study and construction of algorithms that learn and make predictions based on data. In the field of machine learning, data scientists, who specialize in analyzing data, are responsible for writing and modifying such algorithms. Initially, a data scientist writes an algorithm based on a set of data features. This is generally an iterative process in which the data scientist explores different algorithms for predictive purpose. In this process, the amount of data and the number of features chosen for analysis may change.