| 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 |
|---|---|---|---|---|
| AB03902 | 機器學習 | Machine Learning | 3.0 | 3 |
| 中文概述 Chinese Description | 機器學習是讓計算機在沒有明確編程的情況下採取行動的科學。 在過去的十年中，機器學習為我們提供了自動駕駛汽車、實用的語音識別、有效的網絡搜索以及對人類基因組的極大了解。 機器學習如今如此普遍，以至於您可能每天都在不知不覺中使用它數十次。 許多研究人員還認為這是向人類水平的人工智能取得進展的最佳途徑。 在本課程中，您將了解最有效的機器學習技術，並獲得實施這些技術並讓它們為自己工作的實踐。 更重要的是，您不僅會了解學習的理論基礎，還會獲得快速有效地將這些技術應用於新問題所需的實踐知識。 最後，本課程廣泛介紹機器學習與人工智慧，您將了解矽谷在機器學習和人工智能方面的一些創新最佳實踐。 | |||
| 英文概述 English Description | Machine learning is the science of getting computers to act without being explicitly programmed. In the past decade, machine learning has given us self-driving cars, practical speech recognition, effective web search, and a vastly improved understanding of the human genome. Machine learning is so pervasive today that you probably use it dozens of times a day without knowing it. Many researchers also think it is the best way to make progress towards human-level AI. In this class, you will learn about the most effective machine learning techniques, and gain practice implementing them and getting them to work for yourself. More importantly, you'll learn about not only the theoretical underpinnings of learning, but also gain the practical know-how needed to quickly and powerfully apply these techniques to new problems. Finally, you'll learn about some of Silicon Valley's best practices in innovation as it pertains to machine learning and AI.This course provides a broad introduction to mach | |||
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