Weekly Schedule
Week 01 (2024/01/25)
- Review Syllabus
- Intro to Intro to ML
- Intro to Python
- Setting up Python and GitHub
Class Materials:
Recommended Readings:
Recommended Videos:
Homework 01 | due: 2024/02/22
Week 02 (2024/02/05)
- GitHub
- Review Programming
- Python: lists and objects
Class Materials:
Recommended Readings:
Recommended Videos:
Homework 01 | due: 2024/02/22
Week 03 (2024/02/08)
- Review Programming
- Python: lists and objects
- Python: functions and classes
Class Materials:
Recommended Readings:
Homework 01 | due: 2024/02/22
Week 04 (2024/02/15)
Week 05 (2024/02/22)
- Review Homework
- Python: lists and objects
- Python: datasets and plots
Class Materials:
Recommended Readings:
Homework 02 | due: 2024/03/28
Week 06 (2024/03/04)
Week 07 (2024/03/11)
Week 08 (2024/03/25)
Week 09 (2024/03/28)
Week 10 (2024/04/04)
- Data Structures for media
- Audio & Image files
Class Materials:
Recommended Readings:
Homework 03 | due: 2024/04/18
Week 11 (2024/04/11)
- Data Structures for media
- Audio & Image files
Class Materials:
Recommended Readings:
Homework 05 | due: 2024/05/09
Week 12 (2024/04/18)
Week 13 (2024/04/25)
Week 14 (2024/05/02)
- Regression vs Classification
- Supervised vs Unsupervised
- ML with Scikit-Learn