The goal of this Project is to create an open repository for learning resources to enhance data analysis and meta-skills for business analytics professionals of all skill levels. The UBC Business Analytics Learning Resources will provide various opportunities for hands-on experience and experimentation, grounded in ‘real-life’ data and business problems, using open-source and cloud-based tools (e.g. Interactive Computing Environment, Jupyter Notebooks). These resources allow all users to enhance their meta-skills, including technical skills such as the ability to deploy the results of their analyses), where these skills are in high-demand in the both the business and data analytics industries.

The UBC Business Analytics Learning Resources repository contains real world problems, where business analytics programming skills will be used in providing solutions. These resources will benefit not only MBAN students, including alumni and prospective students, but also other students at UBC’s Sauder School of Business, including students of the MBA, BCOM, and MM programs. This website is also linked to a Github repository that hosts the actual Python and R Notebooks, which are available for download and modification.

Our Team



Kemjika Ananaba

Kemjika Ananaba is a Masters of Business Analytics 2020 candidate at University of British Columbia and a supply chain professional with over five years experience solving business and process problems using data analytics and continuous improvement tools.

Hao Zheng

Hao Zheng is a Masters of Business Analytics 2020 candidate at University of British Columbia and a supply chain professional with one year of experience in the manufacturing industry.

Charlie Cao

Charlie Cao is a Masters of Business Analytics 2020 candidate at University of British Columbia and a marketing analytics professional with over five years of experience in sales and customer service. Charlie is also interested in digital marketing and product marketing.

Vibhuti Dhingra

Vibhuti Dhingra is a PhD candidate in Management Science at UBC Sauder School of Business, advised by Professor Harish Krishnan. Her research interests are in supply chain (risk management and finance) and public sector operations.

Alison Myers

Alison Myers is a Research Analyst at Learning Services, UBC Sauder School of Business, and she specializes in reporting process optimization and dashboard development. Alison provides data wrangling expertise and consultation for this project.

Sunah Cho

Sunah Cho is the Faculty Liaison (Sauder School of Business) for the Centre for Teaching, Learning, and Technology (CTLT) at the University of British Columbia (UBC) in Canada. She also teaches as a Sessional Lecturer for the Master of Educational Technology (MET) program in the Faculty of Education at UBC.

Elisabeth Chin

Elisabeth Chin the Program Manager for the Master of Business Analytics program at UBC Sauder School of Business. She specializes in student coaching, facilitating leadership development with students, and collaborating on program improvements with a variety of stakeholders.

Harish Krishnan

Harish Krishnan is the Academic Director of the Master of Business Analytics program and a Professor of Operations and Logistics at UBC Sauder School of Business. He specializes in contracts and supply chain coordination, incentive distortions in supply chain, and supply chain management.