機率與統計(英文班)

This course is intended to familiarize students with investigating engineering problems with probabilistic approach. It is a fundamental-level course and I would like to keep it understandable with minimum requirement of calculus. The main objective is to have students understand the following subjects. 1. Basic probability models 2. Random variables and their pdfs 3. Formulate a real world problem using an appropriate probability model 4. Solve such formulated problems 電子工程學系希望培育學生具備十項核心能力及三項基本素養(請參官網http://www.ee.nctu.edu.tw首頁之【學術研究】→【IEET】內容。 ※本課程將培育學生具備下述幾項核心能力: 1.1 數學、物理知識為主,化學、生物知識為輔 1.2 電子、資訊領域相關專業知識與能力 ※本課程將培育學生具備下述幾項基本素養: 1 養成學生具備電子工程基礎與專業知識,並配合實作,達到理論與實務相結合之目的。使學生具備推論、分析、創新及整合能力。

Calculus and Linear Algebra

New e3 platform

Two quizzes, midterm, and final exam

• Probability Basics
• Discrete Random Variables
• Continuous Random Variables
• Joint Distribution and Function of Random Variables
• Limit Theorems
• Fundamentals of Statistics

Textbooks: Dimitri P. Bertsekas and John N. Tsitsiklis, Introduction to Probability, Athena Scientific, 2008

地點

ED 401

時間

TBA

聯絡方式

We will have a class website on New e3 platform Contact info. tzuhsien54120@faculty.nctu.edu.tw 03-5712121 ext. 54120