A guided portfolio of capstones, live demos, and production-minded AI engineering work across data science, machine learning, and deep learning.
This section tracks the published end-of-class projects. The groups below follow the same course order as the incremental capstone hub so the site structure stays consistent as more projects are added.
Published end-of-class projects for the applied data science track.
Applied Data Science Projects
Placeholder for future published projects from the applied data science course sequence.
Published end-of-class projects for the machine learning track.
Machine Learning Projects
Placeholder for future published projects from the machine learning course sequence.
Published end-of-class projects for the deep learning track.
Face Mask Detection
Published deep-learning image-classification project comparing EfficientNetB0 and ResNet50 for three-way mask detection, paired with a live browser demo for real-time testing.
Autonomous Driving Capstone
Dual-track autonomous driving project that compares multiple detection approaches, selects YOLOv8n for the final object-detection lane, and pairs it with a Tesla autopilot fatality analysis workflow.
Automating Port Operations
Published vessel-classification project that compares model approaches, documents the winning transfer-learning lane, and includes a browser-based demo viewer.
Published end-of-class projects for the Python for AI track.
Python For AI Projects
Placeholder for future published projects from the Python for AI course sequence.
Standalone live-class and concept-driven builds that sit outside the standard capstone course sequence.
Landsc8pe
Live class concept page for a lawn-service booking product that turns a yard photo into a quote, launch offer, and scheduling flow.