Syllabus 科技英文與科普傳播 2026 春天

 上課方式: 使用科技英文學習掌握AI運用技巧，從實做中學習AI領域的技術應用能力與未來科學工程素養。 

講授，工作坊，作業

學生請自行攜帶手機，平板或筆電。

syllabus (html)

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Week 1: Introduction

上學期本課程成績分布

Use AI Professionally

為什麼我的AI跟你不一樣:  basic skills

AI Platforms & Variations

Week 2: Make AI Powerful

catch up

Prompt in English (中文版)

(Prompt Engineering) 電子學 and beyond 

Sonnet 4.6 vs. Extended Version, 2/2, ChatGPT Thinking vs. Standard, md

Week 3-4: Reasoning, Search and Visualization

catch up

Chain of Thought with Example, Make your AI powerful

Constraints,  Visualization on energy landscape

Search Algorithms: A*, BFS, Dijkstra

River Puzzles  (Pz 2, Pz 20) by Chain of Thought vs. Search Algortihms

BFS/A* Scalability: 8 vs. 20 persons

Dog Ball Retrieval

Week 5: Scheduling and Visualization 

Backtrack

Thanksgiving Dinner Scheduling

Timeline for dinner scheduling

Week 6-7: IC Circuit Design

ＡＩ 在IC設計與電子產業的應用

IC Circuit Optimization (PLL, LNA, OP)

Case Study: Apple C1 Modem

Week 8: World Model for Artificial General Intelligence (AGI)

Outline

Case Example

World Models vs. LLM/VLM

閱讀：Programming in the AI era (ppt)

閱讀：AI Architecture and Challenges (ppt)

期中考不上課

Week 9: Scientific Visualization

AI 互動的基礎：如何與 AI 有效溝通 (Prompt 基礎篇) Pt 1

工程動畫 Pt 1，精選

Week 10 Engineering Visualization

Advanced visualization skills (立體，美學，完成度)

工程動畫 Pt 2

AI 互動的基礎：如何與 AI 有效溝通 (Prompt 基礎篇) Pt 2

Week 11: Scientific Animation in Special Topics

Blue LED

Cat coat colors: 貓的花色遺傳模擬

AI for Scientific Discovery

Geological Evolution modeling of Taiwan

AI Pipe Robot

Week 12 Complex Animation

Follow up #11

隨機程序模擬

Enhance visualization (Mul. Iter. Merg.)

Week 13-14: Reinforcement Learning

Follow up High Complexity Animation (slides html)

Reinforcement Learning (an introduction)

A* vs RL

RL

Follow up RL 2

RL 3

Week 15: AI in Special Topics

English origin

AI 的風險

AI Ethics

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Backup

AI時代求職建議(大學生如何提升可雇用性 )

學習ＡＩ就從今天開始

當人工智慧遇上 IC 設計與電子學 

AI 學科 × 台灣半導體生態系

AI 作為一種實驗科學

規模 9.0 程式設計的地震 

3d models from photos

Fractals: 美麗碎形世界

演算法視覺化

LLM Agents

極紫外光（EUV）光源, IEEE Spectrum: The Tiny Star Explosions Powering Moore’s Law

ancient language