場域應用與服務設計 Syllabus 2025 Fall

張耀仁教授

9/9, 9/16 Introduction

示範: AI 快速開發 無人機飛行模擬視覺化 (1094 lines of code)

AI 在半導體產業的應用

百工如何使用ＡＩ (SVG)

什麼是「場域應用與服務設計」？AI 如何賦能服務設計？ -> 介紹學期專案

AI 入門

9/16, 9/23 Prompts

AI 互動的基礎：如何與 AI 有效溝通 (Prompt 基礎篇)

合成物件

9/23 - Visualization

演算法視覺化

工程動畫

9/30 Enhanced Visualization

Enhance visualization (M. I. P.)

10/7 Reasoning

推理模式

推理模式 special topic: Smart Dog Ball Retrieval

10/14 Reasoning for Complex Problems

Make AI smarter (Dog Retrieving Ball)

Reasoning with AI for Complex Constrained Problems: Dinner Scheduling 

10/21 Dinner Operation

Catch up

Follow up

Animation for dinner scheduling

10/28 Backtrack

backtrack

A* macro thinking for electronic engineering problems

11/4 - 期中考暫停上課一次

11/11 颱風

11/18 Solving Electronics

Catch up

Follow up

A* macro thinking for electronic engineering problems

Solving Electronics (Long Chain of Thought)

11/25 Circuit Optimization

Catch Up

AI is the new UI

AI is the new development and prototyping environment

Follow Up

Optimize Circuit Design Using A*

12/2  RL

follow up (Circuit Optimization)

RL pt.1

12/9 RL

Follow up RL

RL pt.2

Reinforcement Learning (an introduction)

12/16 RL

Follow up RL 2

Financial analysis

12/23 

ＡＩ 在PCB產業的應用

12/30 RL

Follow up RL 3

規模 9.0 程式設計的地震 

backup

Prompt Engineering Guide

石英振盪電路

Japan in Geological evolution

• Financial 2

  Financial 3

End of Class