📚 Syllabus & Course Curriculum
Data Science & Analytics
Module-by-module breakdown of Ocean Data Analytics: AI for Sustainable Marine Resource Management, from foundations to a certified capstone project.
Outline
Explore AI use‑cases for biodiversity, coral reefs, and habitat monitoring • Analyze satellite and sensor data for ecosystem assessment • Preprocess marine datasets and run initial machine‑learning analyses
Outline
Build neural‑network and time‑series models to forecast currents, temperature, and plankton blooms • Develop AI models to assess fish stocks and delineate sustainable fishing zones • Create a predictive model using real ocean data and evaluate its performance
Outline
Apply AI to optimize management of Marine Protected Areas (MPAs) • Design decision‑support dashboards for policy makers • Build a full‑stack AI tool to monitor biodiversity, track sustainability metrics, and generate actionable insights
Earn government-registered certification in Ocean Data Analytics: AI for Sustainable Marine Resource Management
e-Certificate and e-Marksheet issued on successful completion.
