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
1. 這些主題都以 AI 輔助、不需自行撰寫底層程式
Week 1: Introduction
Week 2: Make AI Even Powerful
Use AI Professionally (Yagi Uda Antenna)
為什麼我的AI跟你不一樣: basic skills
Prompt in English (中文版)
(Prompt Engineering) 電子學 and beyond
Week 4: Search and Visualization
River Puzzles (Pz 2, Pz 20) by Chain of Thought vs. Search Algorithms
Search Algorithms: A*, BFS
Week 5: A* Applications and Visualization
Circuit Design Optimization by A*
Week 6: A* Applications and Visualization
Week 7 Optimization
Week 8: RF IC Circuit Design
極紫外光(EUV)光源, IEEE Spectrum: The Tiny Star Explosions Powering Moore’s Law
Week 9 Analog IC Design (Parameter Optimization)
Numerical Methods behind the RF Driver-Advanced level, English only (projector friendly, popular science, zh)
期中考不上課
Backup
Week OO: Reinforcement LearningFollow up High Complexity Animation (slides html)
Reinforcement Learning (an introduction) slides
A* vs RL
Follow up High Complexity Animation (slides html)
Reinforcement Learning (an introduction) slides
A* vs RL
Week OO: AI in Special Topics
General topics
沒有留言:
張貼留言