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
C501004 人工智慧邊緣運算實務與實現 Artificial intelligence edge computing in practice and application 2.0 2
中文概述
Chinese Description
本課程將藉由人工智慧的發展與介紹,讓學生理解資料科學、機器學習和深度學習運作原理和實作方式,並依據業界實務面上的操作讓學生清楚知道人工智慧在實務面上的問題,例如資料收集和邊緣模型發展等。 義隆電子將額外提供 AIBOX 和模型訓練軟體給予課程學生,結合理論與實務,對於非電資背景的學生教予學生如何在不用撰寫 AI 訓練程式即可訓練 AI 邊緣運算模型,並且將訓練後模型實現在 AIBOX 進行實作上。
英文概述
English Description
This course seeks to introduce the development and elements of artificial intelligence (AI), especially in data science, machine learning and deep learning. In addition, we also mention what practical challenges AI in practice faces. For instance, a well working edge AI system still requires the supervised learning algorithm with a limited model, accompanying large amounts of human effort to label the training data necessary. In this course, we will not only teach how AI working but also how to mining the valuable data in the data pool for training AI model. In addition, Elan company will provide the AIBOX and AI model training software, in teaching how to training the AI model without coding, and implementing the AI model in practice by the AIBOX.

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。