MBA HEC Montréal
Use of Application Programming Interfaces (APIs) to build data pipelines. Explanations on obtaining descriptive statistics in R. Introduction to the use of APIs and introduction to the richness of unstructured data to inform empirical models in international business. We will use the EpiBibR package and the New York Times automatic programming interface to study the contribution of data sciences to the analysis of international risks, including pandemic risk and international political, cultural and economic responses.
Hand, David. 2019. “What Is the Purpose of Statistical Modelling?”. Harvard Data Science Review 1 (1).[Article]
Warin, Thierry. 2020. "Global Research on Coronaviruses: An R Package. Journal of Medical Internet Research 22 (8): e19615.[Article]
Collecting international news data using data collection methods from websites such as the New York Times [Website]
Using the EpibibR package.
Simulation “World Health Organization: Data Science for VIDOC Research-19”.
Lo, Andrew W., Kien Wei Siah, and Chi Heem Wong. 2019. “Machine Learning with Statistical Imputation for Predicting Drug Approvals.” Harvard Data Science Review 1 (1). [Article]