Relevant Courses
Math: Mathematical Analysis I, II, III, Operational Research & Optimization Methods, Numerical Methods, Advanced Algebra, Algebra Structure, Ordinary Differential Equations, Differential Equations & Numerical Solutions, Discrete Math, Analytical Geometry, Introduction to Real Analysis *
Statistics: Probability Distribution Theory, Statistical Inference, Linear Regression, Multivariate Analysis, Bayesian Inference, Stochastic Process, Computational Methods & Tools, Mathematical Statistics, Probability, Practice and Communication in Applied Statistics *, Methods and Theory of Sample Design *
Computer Science: Computer Programming I, II, Data Structure & Algorithms, Computer Organization, Operating System, Computer Network, Digital Image Processing
Information Science: Social Network Analysis, Machine Learning & Data Mining, Database Application Design, Information Security, Graph Theory & Applications, Information Theory & Coding, Cloud Computing, Information Visualization *, NLP Algorithm People *
Others: Foundation of Survey Methodology, Principles of Finance
(* means the course has been selected and expected to take next semester)
Courses Projects
STATS 503 - Statistical Learning II: Multivariate Analysis: Anticipating Costly Training Project Proposal Final Report Presentation
STATS 506 - Computational Methods & Tools: Hotel Booking Demand Analysis Final Report
SI 608 - Network: Network Movie Recommendation Mid-time Report Mid-time Presentation Final Report Final Presentation
SI 664 - Database Application Design Online Book Management System
BIOSTAT 682 - Bayesian Inference: Bayesian Multinomial Logistic Regression on Breast Cancer Data Project Proposal Final Report