Undergraduate Certificate in Data Analytics

Course Overview Master the quantitative methods and statistical techniques required to transform data into actionable business intelligence. This course provides a comprehensive toolkit for data-driven decision-making, covering everything from experimental design to predictive modeling. You will apply these techniques using industry-standard software to solve real-world business problems. Key Program Highlights Foundational and advanced statistical analysis, including descriptive/inferential statistics and parametric/non-parametric tests Hands-on experience with predictive modeling techniques like linear regression, logistic regression, and simulation Practical application of methods for experimental design and categorical data analysis Introduction to unsupervised machine learning techniques for discovering hidden patterns in data Proficiency using both standard and open-source statistical software packages on real-world datasets