AI運用之跨領域數據分析

臺北科技大學 114-2 學期課程，課號 359283。

課程大綱

This course introduces students to the practical use of artificial intelligence (AI) for cross-disciplinary data analysis and presentation. Students will learn how to leverage AI tools to collect, analyze, visualize, interpret, and present data in professional and personal contexts. Emphasis is placed on hands-on projects, ethical considerations, and translating AI outputs into actionable insights.

課程進度

Week 1 Course Introduction; introduction to Gemini & environment setup Week 2 The art of prompting & language learning Week 3 AI search & mobile integration Week 4 Media assistance Week 5 Google workspace workflow automation Week 6 Mastering Gemini Canvas Week 7 (no class on Monday) TBA Week 8 Mini individual presentations I Week 9 Analyzing files, audio, & visuals; advanced analytics with Deep Research Week 10 AI image creation Week 11 Professional design & image editing Week 12 AI video generation Week 13 Building custom AI assistans (Gems) Week 14 AI storybooks & visual information design Week 15 NotebookLM I: smart sourcing & interaction Week 16 NotebookLM II: multi-modal outputs Week 17 Final Project Presentations I Week 18 Final Project Presentations II

評量方式

Class participation (15%), class activities & mini-projects 60%), final project (25%)

教材

【遵守智慧財產權觀念，請使用正版教科書，不得使用非法影印教科書】 使用外文原文書：是 Self-made course materials