This course teaches the principles of functional, imperative, and logic programming languages. Topics covered include: meta-circular interpreters, semantics (operational and denotational), type systems (polymorphism, inference, and abstract types), object oriented programming. The course involves substantial programming assignments and problem sets as well as a significant amount of reading. The course uses the Java, C++, or C# programming languages for its assignments.

本課程介紹 Python 程式語言之基本概念與實務應用，培養學生基礎程式設計能力與運算思維。課程內容涵蓋 Python 基本語法、資料型態、流程控制、函式設計與檔案處理，並介紹常用套件進行資料處理與簡易分析。透過實作練習與案例導向教學，使學生能運用 Python 解決實務問題，並建立程式除錯與問題分析能力。本課程亦作為後續資料分析、人工智慧、物聯網與智慧製造相關課程之基礎。

PYTHON 程式設計─數據分析與深度學習 2版 白文章