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 |
---|---|---|---|---|
AAA0024 | AI進階機器學習實作課程 | AI Advanced Machine Learning Practical Course | 3.0 | 3 |
中文概述 Chinese Description | 藉由主流神經網路 TensorFlow 框架,操作Python3程式,實作諸多機器學習與深度學習神經網路應用,包含影像分類、物件偵測、生成式AI與大型語言模型(LLM) 等等。此課程會使用到Google Colab及PC端安裝的Anaconda Python程式。 | |||
英文概述 English Description | Using the mainstream neural network TensorFlow framework, we will work with Python3 programs to implement a variety of machine learning and deep learning neural network applications, including image classification, object detection, generative AI, and large-scale language modeling (LLM). This course will use Google Colab and the Anaconda Python program installed on the PC. |
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