Harvard University - Professional Certificate of Data Science
June 2024 - Feb 2026
Introduction: The HarvardX Data Science Professional Certificate program teaches skills such as R programming, data wrangling, data visualization, and machine learning through case studies, completing two capstone projects.
The two capstines are shown here
- Project 1: Explainable EEG Network Analysis for Alzheimer’s Disease Detection: Node-Level Graph Features and XGBoost In this study, we utilized the EEG Alzheimer’s dataset provided by the UCI Machine Learning Repository to systematically analyze EEG signals associated with Alzheimer’s disease, aiming to explore the relationship between different brain regions and disease status.
- Project 2: MovieLens Recommendation System The project builds a movie recommendation system using the MovieLens 10M dataset, following the guidance of the HarvardX PH125.9 course, with the goal of accurately predicting user movie ratings.
- All of 9 Courses are completed and certificated here
- HarvardX PH125.1x Certificate R_Basics edX
- HarvardX PH125.2x Certificate Visualization_ edX
- HarvardX PH125.3x Certificate Probability_ edX
- HarvardX PH125.4x Certificate Inference and Modeling_ edX
- HarvardX PH125.5x Certificate Productivity Tools_ edX
- HarvardX PH125.6x Certificate Wrangling_ edX
- HarvardX PH125.7x Certificate Linear Regression_ edX
- HarvardX PH125.8x Certificate Machine Learning_ edX
- HarvardX PH125.9x Certificate Capstone_ edX
All finished will get: