1026 - 深度學習應用
Deep Learning Applications
教育目標 Course Target
本課程旨在使學生理解深度學習之核心原理，並能以實作方式完成深度學習實務應用。學生將從模型概念、資料處理、訓練與推論流程出發，逐步掌握生成式模型的使用與客製化方法，最終能完成一個可在本地端運行之多模態生成式應用專題。
This course aims to enable students to understand the core principles of deep learning and be able to complete practical applications of deep learning in a practical way. Students will start from model concepts, data processing, training and inference processes, gradually master the use and customization methods of generative models, and finally complete a multi-modal generative application project that can be run locally.
參考書目 Reference Books
自編教材
Self-compiled teaching materials
評分方式 Grading
| 評分項目 Grading Method |
配分比例 Percentage |
說明 Description |
|---|---|---|
|
期中報告(或期中考) Midterm report (or midterm exam) |
25 | |
|
期末報告 Final report |
25 | |
|
平時作業 Daily homework |
30 | |
|
出席率 Attendance |
20 |
授課大綱 Course Plan
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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: 1026
- 學分 Credit: 0-3
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上課時間 Course Time:Thursday/2,3,4[ST021]
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授課教師 Teacher:陳仕偉
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修課班級 Class:資工系3,4
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選課備註 Memo:資電組必選
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