| 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 |
|---|---|---|---|---|
| AB03901 | 機器學習A-Z (Python 與 R 實作) | Machine Learning A-Z (Hands-On Python & R) | 3.0 | 3 |
| 中文概述 Chinese Description | 備註：e (e為線上課程代碼) 此課程使用Python 與 R 語言進行機器學習相關技術的資料科學實作，內容包含：(1)Master Machine Learning on Python & R (2)Have a great intuition of many Machine Learning models (3)Make accurate predictions (4)Make powerful analysis (5)Make robust Machine Learning models (6)Create strong added value to your business (7)Use Machine Learning for personal purpose (8)Handle specific topics like Reinforcement Learning, NLP and Deep Learning (9)Handle advanced techniques like Dimensionality Reduction (10)Know which Machine Learning model to choose for each type of problem (11)Build an army of powerful Machine Learning models and know how to combine them to solve any problem | |||
| 英文概述 English Description | Learn to create Machine Learning Algorithms in Python and R from two Data Science experts. Code templates included.Topics include: (1)Master Machine Learning on Python & R (2)Have a great intuition of many Machine Learning models (3)Make accurate predictions (4)Make powerful analysis (5)Make robust Machine Learning models (6)Create strong added value to your business (7)Use Machine Learning for personal purpose (8)Handle specific topics like Reinforcement Learning, NLP and Deep Learning (9)Handle advanced techniques like Dimensionality Reduction (10)Know which Machine Learning model to choose for each type of problem (11)Build an army of powerful Machine Learning models and know how to combine them to solve any problem | |||
| 核心能力指標 | 1.具備資訊與財金管理領域的專業知識並瞭解其在相關領域上的應用 4.創新思考與獨立解決問題的能力 8.養成終身學習的習慣與能力 | |||
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