By the end of this course, students will be able to:
1.Gather sufficient relevant data, conduct data analytics using scientific methods, and make appropriate and powerful connections between quantitative analysis and real-world problems.
2.Demonstrate a sophisticated understanding of the concepts and methods; know the exact scopes and possible limitations of each method;
and show capability of using data analytics skills to provide constructive guidance in decision making.
3.Use advanced techniques to conduct thorough and insightful analysis, and interpret the results correctly with detailed and useful information.
4.Show substantial understanding of the real problems; conduct deep data analytics using correct methods; and draw reasonable conclusions with sufficient explanation and elaboration.
5.Write an insightful and well-organized report for a real-world case study, including thoughtful and convincing details.
6.Make better business decisions by using advanced techniques in data analytics.