| 課程編碼 Course Code | 中文課程名稱 Course Name (Chinese) | 英文課程名稱 Course Name (English) | 總學分數 Credits | 總時數 Hours |
|---|---|---|---|---|
| 5723012 | 人工智慧跨域商情預測之應用 | The Application of Artificial Intelligence on Business Forecasting | 3.0 | 3 |
| 中文概述 Chinese Description | 本課程將介紹人工智慧在各種商情預測的技應用，做好商情預測有利於確保企業發展方向的正確性，也能讓企業更能抓住市場脈動而滿足消費者的需求不會造成太多的庫存堆積，保持市場供需的動態平衡。 本課程規劃所欲培育人才所需之教學目標包括： （1）學生有能力使用python寫各種商業智能程式，包括使用pandas模組裡進行商業數據分析與視覺化。使用numpy，sklearn機器學習模組來處理迴歸分析問題。使用keras模組來進行深度學習的商業預測應用。 （2）實作多種商情預測專題。 | |||
| 英文概述 English Description | This course will introduce the technological application of artificial intelligence in various business forecasts to help students understand the current status of various applications of AI in business forecasts. The teaching objectives required for cultivating talents in this course planning include: (1) Students are able to use python to write various business intelligence programs, including using pandas modules for business data analysis and visualization. Use numpy, sklearn machine learning module to handle regression analysis problems. Use keras modules for business forecasting applications of deep learning. (2) Implement a variety of business forecast topics. | |||
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