NYCU 2021 Fall Machine Learning Industrial Applications
Lecturer: 黃衍佐 Yearn-Tzuo Hwang
- A. C. Müller and S. Guido, Introduction to Machine Learning with Python: A Guide for Data Scientists, 1st ed. O'Reilly, 2016.
- A. Géron, Hands-On Machine Learning with Scikit-Learn, Keras, and Tensorflow: Concepts, Tools, and Techniques to Build Intelligent Systems, 3rd ed. O'Reilly, 2022
- Intro
- Basics
- Supervised Learning
- Unsupervised Learning
Machine learning-based IMDB score prediction
| Operating System | Interpreter |
|---|---|
| Ubuntu 22.04 | Python 3.10 |
| Windows 11 | Python 3.10 |
Tip
Install the required packages with: pip install -r requirements.txt
- 2021 Mid
- 2021 Final