| 課程編碼 Course Code | 中文課程名稱 Course Name (Chinese) | 英文課程名稱 Course Name (English) | 總學分數 Credits | 總時數 Hours |
|---|---|---|---|---|
| C103001 | 人工智慧與工程應用 | Artificial Intelligence and Engineering Applications | 2.0 | 2 |
| 中文概述 Chinese Description | 本課程探討人工智慧AI與工程應用相關議題，並討論解決方法與技術發展趨勢。內容由淺入深包含基礎python程式設計、資料預處理、資料探索、機器學習、深度學習、AI工程應用介紹(分子性質預測、設備預測性維護、混凝土強度預測，PM2.5預測、房價預測等案例應用分析)及專題製作。學生可由本課程了解AI之基本原理，及AI在工程上的應用，以作為進入產業後了解如何導入人工智慧於產業應用之中，提昇工程背景學生AI應用及程式設計的技能。 | |||
| 英文概述 English Description | This course will introduce the artificial intelligence(AI) and application in engineering fields including basic python programming, data prepossessing, data exploration, machine learning, deep learning, AI application in engineering fields(Predicting Molecular Properties, Predictive Maintenance Predicting Compressive Strength of Concrete, Prediction of PM2.5, and Prediction of house price , etc.) and final project. Students can learn about the basic principles of AI and the application of AI in engineering to understand how to import artificial intelligence into industrial applications and improve their programming competence in AI applications. | |||
備註：