此課程為線上課程十四周，實體上課為四周，其餘為線上課程教授與作業繳交．(第一二週為實體上課請務必到課否則退選，因為前二週老師需要帶領學生實作與了解日後如何線上學生．請務必配合 )本課程將以實際的巨量資料為核心，讓學生接觸實際的巨量資料計畫，並學習相關的方法與技術。 課 程會就資料的背景、來源、要解決的問題及相關的domain knowledge做說明。 接著，針對以下四個主 題:1.資料搜集、儲存與整理;2.模型建立與分析方法;3.結果呈現、說明與視覺化; 4.分析流程自動化軟體的雛型製作， 講述相關既存的概念、方法與實作工具，接著針對新穎方法進行討論。 This course is fourteen weeks of online course, and the overall course is four weeks, and the remaining is online course professor and the work is exchanged. (Please go to the first and second weeks for physical classes. If you return, you will be given a refund, because the teachers in the first two weeks need to lead students to practice and understand how to learn online students in the future. Please cooperate.) This course will focus on the huge amount of actual data, allowing students to contact the huge amount of data plan, and learn related methods and techniques. The course will explain the background, source of the data, the problems to be solved and the related domain knowledge. Next, we will discuss the following four topics: 1. Data collection, storage and organization; 2. Model establishment and analysis methods; 3. Results presentation, explanation and visualization; 4. Automatic software production of the analysis process, describe related concepts, methods and practical tools, and then discuss the new methods.
講義
Talk about
| 評分項目 Grading Method | 配分比例 Grading percentage | 說明 Description |
|---|---|---|
| 期中考期中考 Midterm exam |
30 | |
| 期末考期末考 Final exam |
30 | |
| 線上作業與收看教學影片線上作業與收看教學影片 Work online and watch teaching videos |
5 |
