全家自然語言課程

CPE 課程

計算機概論微學分課程

深度學習面面觀課程

Deep Learning Packages

• Keras  官網範例程式 

• Tensorflow  官網教學文件 

• Pytorch 官網教學文件 

Shu-Sen,Wang 個人教學網站

University of California - Berkeley 

C++ Language

• Learning C++ 

• C++ Tutorial (w3schools.com) 

• Learning C++ Programming

• Learning CPP

• Programming Tutorials

• Collegiate Programming Examination (CPE)

Python 教學文件

• Python-programming

• Python-programming

• Python 

Image Processing & Opec CV 教學文件

• OpenCV-3-x-with-Python-By-Example

• OpenCv-Python-Tutorial

• OpenCV with Python

• DigitalSreeni 教學網站 (Code)

• Learn DIP

Microcontrollers 教學文件

• TensorFlow Lite 

• Mobile & IOT

• TensorFlow Lite for Microcontrollers

• Sipeed-MaiX-and-Arduino-IDE

Deep Learning 教學文件 

• Meta Learning  

• 3D-Machine-Learning

• Graph Neural Network 

Natural Language Processing

• Natural Language Processing: Pretraining 

• Google-Bert

Android Video Meeting App Development

• The Video Meeting Using Jitsi Meet

Tensorflow life 

• 教學課程

• 在樹梅派上建構 TensorFlow Lite

AIGO  

Aidea 

Tensorflow (demo)

Neural Network (demo) 

PC-GAME 

Teachable Machine 

Generative Adversarial Network (GAN) 

Text Generator(GPT) 

Deconvolution and Checkerboard Artifacts (Convolution DEMO)  

Convolutional Neural Networks  (CNNs / ConvNets)(Convolution DEMO) 

Word to Vec JS Demo 

Text Classification in Spark NLP with Bert and Universal Sentence Encoders 

Transfer Learning for Text Classification with Siamese Networks 

Few Shot Learning in NLP With USE and Siamese Networks (Code Walkthrough) 

Jetson Nano 

NVIDIA-AI-IOT 

Machine-learning-for-the-web

Object detection

2021/4/7 國立台北科技大學電子工程系

2021/5/2 國防大學資訊工程系 

2021/6/10 義守大學資訊工程系 

2021/9/3 全家便利商店總部 

kaggle

UCI Machine Learning Repository: Data Sets