| 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 |
|---|---|---|---|---|
| C103004 | 人工智慧與工程應用實作 | Artificial Intelligence for Engineering Applications in Practice | 3.0 | 3 |
| 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，並討論其解決方案與技術發展趨勢。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。在本課程中，學生可了解AI之基本原理及AI在工程上的應用，本課程也藉由AI程式撰寫的實作實習，提昇工程背景學生撰寫與理解AI應用程式設計的技能，以幫助學生將人工智慧導入產業應用實務中。 | |||
| 英文概述 English Description | This course will introduce artificial intelligence (AI) and its applications in engineering fields. Topics covered include basic python programming, data prepossessing, data exploration, machine learning, deep learning, AI applications in engineering fields (e.g. 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 and engineering applications of AI. Coding will be required to improve their programming competence in AI. The course intends to help the students implement AI concepts in their industrial practices. | |||
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