課 程 概 述
Course Description

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

備註:

  1. 本資料係由本校各教學單位、教務處課務組、進修部教務組、進修學院教務組及計網中心所共同提供!
  2. 本資料僅供參考,正式資料仍以教務處、進修部、進修學院所公佈之書面資料為準。