Below are list of the graduate level courses that I had taken, including the reference and software used and learnt.
- Regression Analysis
- Reference / Textbook: Applied Linear Statistical Models, by Michael H. Kutner, Christopher J. Nachtsheim and John Neter
- Software Used:R, SAS, SPSS and Minitab 17
- Applied Multivariate Analysis
- Reference / Textbook: Methods of Multivariate Analysis, 3rd edition, Rencher and Christensen
- Software Used:R, SPSS and SAS
- Research Methods In Statistics
- References / Textbooks: Response Surface Methodology, by Myers and Montogomery, 3rd edition and Experiments: Planning, Analysis, and Parameter Design Optimization by Wu and Hamada, 2nd edition
- Software Used:R and SAS
- Time Series Analysis
- Reference / Textbook: Time Series Analysis with Applications in R (2nd edition), J. D. Cryer and K.-S. Chan, Springer and Class Notes
- Software Used:R, SAS,SPSS and Minitab 17
- Data Mining
- Reference / Textbook:Data Mining and Business Analytics with R, First Edition. Johannes Ledolter.
- Software Used: R, SAS and Advanced Excel
- Business Intelligence
- Reference / Textbook: Business Intelligence and Analytics: Systems for Decision Support (10th Edition).
- Software learnt:Tableau,Power BI, R,SAS visual Analytics and Teradata
- Data Base Analysis
- Reference / Textbook: David M. Kroenke and David J. Auer Database Processing, Fundamentals, Design, and Implementation.
- Software learnt:Data Base Analysis, SQL syntax.
- Probability Models for Decision Making (Stochastics Probability Models)
- Reference / Textbook:Applied Probability and Stochastic Processes, 2nd Edition by Richard M. Feldman and Ciriaco Valdez-Flores.
- Software learnt: R
- Linear and Integer Programming
- Reference / Textbook:LINEAR AND INTEGER PROGRAMMING Theory and Practice 2nd Edition by Gerard Sierksma.
- Software Used: Advanced Excel including Solver
- Experimental Design
- Reference / Textbook: Design and Analysis of Experiments by Dean and Voss and and Experiments: Planning, Analysis, and Parameter Design Optimization by Wu and Hamada
- Software Used:SAS, R and Minitab