Course Description

Course CodeCourse NameCreditsHours
3735011 Data Science 3.0 3
Description With the advanced technology in Industrial Internet of Things, amount of sensors are installed to collect data during manufacturing production and service process. In addition to rely on domain knowledge, we can also construct a data-driven model and extract useful information and rule for decision support and management.. This course will introduce analytics framework of data science including problem definition, data preprocessing, feature engineering, model construction, and result evaluation and interpretation. In addition to lecture, this course also training students how to analyze the data and problem solving through homework, term project and case studies.