Track Details
AI Developer
Overview
Build and ship ML demos: Python/Colab, pandas, train/test, baselines, intro Keras, Git/GitHub, and a simple Streamlit/Gradio UI; ethics in context.
8 Levels
40 Assessment
Certification partners
In collaboration with University of Delaware and Academy of Leeds, aligned to their education quality frameworks.
Modules
Levels
Pro Dev Practices
Notebooks, Git flow, reviews.
20 Hours
20 Lectures
8 Assessment
Classic ML → Intro NN
Baselines; Keras starter.
20 Hours
20 Lectures
8 Assessment
Product & Ethics
Problem framing, eval, safe use.
20 Hours
20 Lectures
8 Assessment
UI & Deployment Basics
Streamlit/Gradio demo + README.
20 Hours
20 Lectures
8 Assessment
Track Projects
- End-to-End Mini App: Students build a complete application with training and testing components.
- Neural Net Mini-Lab: Students create a simple neural network model using the Keras framework.
- Usability + Ethics Review: Students conduct user testing and create ethical guidelines for their applications.
Capstone
AI Application Development: Students build a complete AI application with comprehensive documentation and a demonstration video. This project demonstrates their technical proficiency and ability to communicate their work effectively.
Work smart not hard
