Deep Learning


Introduction to Deep Learning

Neural Networks / Deep Learning・StatQuest・[Playlist]

Neural Networks・3Blue1Brown

Short Visualization Introduction

Online Course




Introduction to Deep Learning with PyTorch・DataCamp・4 Hours Course

Learn the power of deep learning in PyTorch. Build your first neural network, adjust hyperparameters, and tackle classification and regression problems.

Intermediate Deep Learning with PyTorch・DataCamp・4 Hours Course

Learn about fundamental deep learning architectures such as CNNs, RNNs, LSTMs, and GRUs for modeling image and sequential data.

Deep Learning for Images with PyTorch・DataCamp・4 Hours Course

Apply PyTorch to images and use deep learning models for object detection with bounding boxes and image segmentation generation.


顏佐榕  教授




Neural Networks

Introduction to Deep Learning in Python・DataCamp・4 hours Course (Intermediate)

Learn the fundamentals of neural networks and how to build deep learning models using Keras 2.0 in Python.

Working with Hugging Face・DataCamp・4 hours Course

Navigate and use the extensive repository of models and datasets available on the Hugging Face Hub.

Recurrent Neural Networks (RNNs) for Language Modeling with Keras・DataCamp・4 Hours Course

Learn how to use RNNs to classify text sentiment, generate sentences, and translate text between languages.