AI / Data ScienceBuilt 2025
Applied AI & Data Science Curriculum Toolkit
Modular learning units covering neural networks, predictive modeling, and ethical data science for pre-university learners.
PythonPandasScikit-LearnJupyterCurriculum Design
Overview
A hands-on curriculum toolkit designed during B.Voc (AI & Data Science) teaching assistantship and school deployment. Emphasizes experiential experimentation with real datasets, model evaluation metrics, and responsible AI governance.
Core Modules
- Exploratory Data Analysis and data cleaning best practices.
- Supervised and unsupervised learning with scikit-learn.
- Real-world AI project portfolios and peer defense presentations.