| Date |
Content |
Self-study |
HW |
| 2020-09-11 |
Introduction and Projects Datasets |
Python |
-- |
| 2020-09-18 |
Hadoop & HDFS & TSMC Projects (by TSMC) |
Hadoop & Python |
HW1 |
| 2020-09-25 |
Spark Programming (by TSMC) |
Spark & Python |
HW2 |
| 2020-10-02 |
Moon Festival |
Spark & Python |
HW2 |
| 2020-10-09 |
National Day |
Python |
HW2 |
| 2020-10-16 |
Final Project Audition 1 |
Python |
-- |
| 2019-10-23 |
Final Project Audition 2 |
Tensorflow/Keras/Pytorch |
-- |
| 2019-10-30 |
Machine Learning & Performance Metrics & Performance Improvement (by TSMC) |
Tensorflow/Keras/Pytorch |
HW3 |
| 2019-11-06 |
Case Study in TSMC (by TSMC) |
Tensorflow/Keras/Pytorch |
HW4 |
| 2020-11-13 |
A Talk From NVidia (by NVidia) |
Tensorflow/Keras/Pytorch |
HW5 |
| 2019-11-20 |
Final Project Midterm |
Tensorflow/Keras/Pytorch |
HW6 |
| 2019-11-27 |
Final Project Discussion |
Tensorflow/Keras/Pytorch |
HW7 |
| 2019-12-04 |
Final Project Discussion |
Other useful tools and techniques |
-- |
| 2019-12-11 |
Final Project Discussion |
Other useful tools and techniques |
-- |
| 2019-12-18 |
Final Project Discussion |
Other useful tools and techniques |
-- |
| 2019-12-25 |
Final Project Discussion |
Other useful tools and techniques |
-- |
| 2020-01-08 |
Final Project Presentation |
-- |
-- |
