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
AB03903 神經網路與深度學習 Neural Networks and Deep Learning 1.0 1
中文概述
Chinese Description
如果你想打入尖端人工智能領域,本課程將幫助你實現這一目標。 深度學習工程師備受追捧,掌握深度學習會給你帶來無數新的職業機會。 深度學習也是一種新的"超級力量",可以讓您構建幾年前還不可能構建的 AI 系統。 在本課程中,您將學習深度學習的基礎知識。 完成本課程後,您將: - 了解推動深度學習的主要技術趨勢 - 能夠構建、訓練和應用完全連接的深度神經網絡 - 了解如何實施高效(矢量化)神經網絡 - 了解關鍵參數 神經網絡的架構本課程還向您介紹深度學習的實際工作原理,而不是僅提供粗略或表面的描述。 所以在完成它之後,你將能夠將深度學習應用到你自己的應用程序中。 完成本課程後,你也將能夠回答關於AI 方面的問題。
英文概述
English Description
If you want to break into cutting-edge AI, this course will help you do so. Deep learning engineers are highly sought after, and mastering deep learning will give you numerous new career opportunities. Deep learning is also a new "superpower" that will let you build AI systems that just weren't possible a few years ago. In this course, you will learn the foundations of deep learning. When you finish this class, you will: - Understand the major technology trends driving Deep Learning - Be able to build, train and apply fully connected deep neural networks - Know how to implement efficient (vectorized) neural networks - Understand the key parameters in a neural network's architecture This course also teaches you how Deep Learning actually works, rather than presenting only a cursory or surface-level description. So after completing it, you will be able to apply deep learning to a your own applications. If you are looking for a job in AI, after this course you will also be able to answer

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. 若您對課程有任何問題,請洽各開課系所。