0746 - 生成式人工智慧與機器學習導論
Introduction to Generative ArtificialIntelligence and Machine Learning
教育目標 Course Target
1.已經玩過 ChatGPT 等工具,想更懂原理的你: 也許你已經常用這些 AI 工具,甚至懂一點 Python 程式碼,但你渴望知道這些工具背後到底是怎麼運作的?想讓自己的 AI功力更上一層樓?這門課就是為你設計的。
2.對 AI 完全陌生,想建立基礎概念的你: 如果你對 AI 還很陌生,別擔心!這門課會從頭開始,一步步帶你認識基本觀念。雖然有些比較深入的部分可能需要多花點心思,但整體來說,絕對能幫你打下良好的入門基礎。
我們希望這門課能成為你探索機器學習世界的「第一哩路」,並點燃你對 AI 領域持續探索的熱情!
1. You have already played with tools such as ChatGPT and want to understand the principles better: Maybe you have frequently used these AI tools and even know a little Python code, but are you eager to know how these tools work behind the scenes? Want to take your AI skills to the next level? This course is designed for you.
2. If you are completely new to AI and want to establish basic concepts: If you are still new to AI, don’t worry! This course will start from the beginning and take you through the basic concepts step by step. Although some in-depth parts may require a little more thought, overall, it can definitely help you lay a good foundation for getting started.
We hope that this course can be your "first mile" to explore the world of machine learning and ignite your passion for continued exploration in the field of AI!
參考書目 Reference Books
●李宏毅老師 YouTube 頻道:《生成式 AI 導論 2024》
○影片風格生動有趣,很適合吃飯、通勤或運動時輕鬆看。
●李宏毅老師 YouTube 頻道:《機器學習 2021》
○強烈建議觀看完整系列,可以打下更扎實的理論基礎。
●Teacher Li Hongyi’s YouTube channel: "Introduction to Generative AI 2024"
○The video style is lively and interesting, making it suitable for watching while eating, commuting or exercising.
●Teacher Li Hongyi’s YouTube channel: "Machine Learning 2021"
○It is strongly recommended to watch the complete series to lay a more solid theoretical foundation.
評分方式 Grading
評分項目 Grading Method |
配分比例 Percentage |
說明 Description |
---|---|---|
總共十個作業,每個作業10分 There are ten assignments in total, each assignment is worth 10 points |
100 |
授課大綱 Course Plan
點擊下方連結查看詳細授課大綱
Click the link below to view the detailed course plan
相似課程 Related Courses
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課程資訊 Course Information
基本資料 Basic Information
- 課程代碼 Course Code: 0746
- 學分 Credit: 3-0
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上課時間 Course Time:Friday/6,7,8,9[遠距課程]
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授課教師 Teacher:李宏毅
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修課班級 Class:共選修2-4
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選課備註 Memo:教育部補助臺灣大專院校人工智慧學程聯盟,開設學校:臺灣大學 ( 李宏毅),上課時間:週五14:20-17:20,實際上課週次為9/12、9/19、9/26、10/17、10/24、10/31、11/14、11/28、12/12、12/19。遠距課程
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