| 週次 | 教學內容與作業進度 | 教學方式 | 備註 | 各週遠距上課網址( 按我進TronClass課程目錄 ) |
|
第1週
|
Machine Learning Basics
|
面授
|
|
|
|
第2週
|
Deep Learning Fundamentals
|
面授
|
|
|
|
第3週
|
Deep Learning Fundamentals
|
面授
|
|
|
|
第4週
|
Parallelizing Neural Network Training with TensorFlow
|
遠距教學
|
|
|
|
第5週
|
Parallelizing Neural Network Training with TensorFlow
|
面授
|
|
|
|
第6週
|
Going Deeper – The Mechanics of TensorFlow
|
面授
|
|
|
|
第7週
|
Going Deeper – The Mechanics of TensorFlow
|
面授
|
|
|
|
第8週
|
Going Deeper – The Mechanics of TensorFlow
|
遠距教學
|
|
|
|
第9週
|
Classifying Images with Deep Convolutional Neural Networks
|
面授
|
|
|
|
第10週
|
Classifying Images with Deep Convolutional Neural Networks
|
面授
|
|
|
|
第11週
|
Classifying Images with Deep Convolutional Neural Networks
|
面授
|
|
|
|
第12週
|
Modeling Sequential Data Using Recurrent Neural Networks
|
遠距教學
|
|
|
|
第13週
|
Modeling Sequential Data Using Recurrent Neural Networks
|
遠距教學
|
|
|
|
第14週
|
Modeling Sequential Data Using Recurrent Neural Networks
|
面授
|
|
|
|
第15週
|
Sequence-to-sequence Model
|
遠距教學
|
|
|
|
第16週
|
Sequence-to-sequence Model
|
面授
|
|
|
|
第17週
|
Generative Adversarial Networks for Synthesizing New Data
|
遠距教學
|
|
|
|
第18週
|
Generative Adversarial Networks for Synthesizing New Data
|
面授
|
|
|