科目與建議內容 | 參考資料 |
---|---|
微積分 - 微分找極值 - 連鎖律 (the Chain Rule) - 偏微分 (Partial Derivative) |
Calculus online text book, Gilbert Strang, Spring 2005, Massachusetts Institute of Technology: MIT OpenCourseWare Recommended contents ch2 (Derivatives), ch3 (Applications of the Derivative), ch4 (The Chain Rule), ch13 (Partial Derivatives) |
線性代數 - 基本矩陣運算 - 矩陣性質 - 線性方程式 |
Linear Algebra, Jim Hefferon, Virginia Commonwealth University Mathematics (June 1, 2009) Recommended contents ch1 (Linear Systems), ch3.4 (Matrix Operations), ch5.2 (Similarity) |
機率統計 - 基本機率 - 條件機率 - 基本統計觀念 (平均數、中位數、標準差、相關係數...) - 機率分佈 |
Beginning Statistics Recommended contents ch2 (Descriptive Statistics), ch3 (Basic Concepts of Probability), ch4 (Discrete Random Variables), ch5 (Continuous Random Variables), ch10 (Correlation and Regression) |
程式設計 |
- 以虛擬碼 (Pseudocode) 撰寫基本統計方程式、經典數學數列等 ... - 使用基本運算 (+, -, x, /) 和流程控制 (if/else, for, while ...) |
Copyright© 台灣人工智慧學校 | Taiwan AI Academy 版權所有