Teaching and Training

Teaching

North South University, Bangladesh
BUS173 - Applied Statistics: Students learn hypothesis testing, simple and multiple linear regression models, and forecasting methods (moving average and exponential smoothing, HW and ARIMA models) for business data analysis.

MIS410 - Business Intelligence: This course provides hands-on experience in ETL by integrating MySQL, R/Python, and Shiny to develop machine learning models and dynamic dashboard. This course is offered under the Management Information Systems (MIS) program. 

MKT475 - Marketing Analytics: This course covers descriptive and predictive analytics (hypothesis testing, multiple linear regression and logistic regression models) for customer data analysis, forecasting methods (moving average, exponential smoothing, HW, and ARIMA models), and optimization methods for pricing, advertising, and retailing. This course is offered under the Marketing and International Business program.
American International University, Bangladesh
MAT3103 - Statistics and Probability: Learning goals of this course are to introduce statistical methods with real world applications for undergraduate students enrolled in computer science and electrical engineering programs.

MAT1102 – Differential Calculus and Coordinate Geometry: Learning goals of this course is to equip students with a good background in calculus and coordinate geometry for applications in engineering and economics. Students from computer science and electrical engineering programs mainly enroll for this course.
Monash University, Australia
National University of Singapore, Singapore
ST1131 - Introduction to Statistics: Learning goals are to introduce basic statistics and multiple linear regression models to undergraduate students.
University of Rajshahi, Bangladesh
MPOPS507 - Econometric Methods: The learning goals are to enhance students' skills in econometric modelling and forecasting.

BPHR207 - Statistical Methods: Learning goals are to introduce students with statistical models commonly used to analyse demographic and health survey data analysis. 

BPHR107 - Principles of Economics: Learning outcomes of this course are to understand  the role of different trading arrangements in markets and their impact on prices and the quantities traded, and to evaluate the effects of government interventions and other exogenous changes in markets.

Training and Workshop

University of Rajshahi, Bangladesh
Social Media Analytics, University of Rajshahi, July 2017: This training session introduces students with ipython notebook for NumPy, SciPy, Pandas, and scikit-learn. Then in the second day, some experimentation with functional programming, Eclipse for Python IDE, high performance computing, and version control with git and github. The third day has been full of fun with lots of hands-on activities for twitter and facebook data collection and analysis.