商管統計資料分析一 (Analytics for Business and Management (I))
$49
ENROLL NOWCourse Overview
本課程為三模組系列課程之第一模組。 此系列課程專門教授各種線性迴歸形式 (regression-type) 的統計分析模型與技術。此系列課程以大量多樣之商管實務案例進行解說，並以 R 統計語言進行建模分析，提供完整的命令稿 (script) 與資料集讓同學們實地操作演練，培養統計分析思維與實戰技能。 本第一模組是築基課程，講述統計分析與迴歸模型的基本觀念，包括統計思維 (statistical thinking)、探索型資料分析 (EDA, Exploratory Data Analysis)、迴歸模型的原理與前提條件、參數估計與假設檢定、模型評估與詮釋、預測與應用、變數轉換與選擇、離群值與建模陷阱等。
Course FAQs
What are the prerequisites for '商管統計資料分析一 (Analytics for Business and Management (I))'?
Prerequisites for this continuing education class are set by National Taiwan University. Most professional development online classes benefit from some prior knowledge. Please check the provider's page for specific requirements.
Will I receive a certificate for this CE class?
Yes, upon successful completion, National Taiwan University typically offers a shareable certificate to showcase your new skills and fulfill your continuing education requirements.
How long does this online course take to complete?
Completion times for online continuing education courses vary. The provider's website will have the most accurate estimate of the time commitment needed.
