- Materials in this module include resources collected from various open-source online repositories.
- You are free to use, change and distribute this package.
- If you found any issue/bug for this document, please submit an issue at tulip-lab/sit742
- Point of Contact: A/Prof. Gang Li
Prepared by SIT742 Teaching Team
Prepared by TULIP Lab, Australia
- Week 01: Python Programming
- SIT742P01A: Python and Notebook
- SIT742P01B: Control Structure and Data Structure
- SIT742P01C: Functions and OO Programming (Optional)
- SIT742P01D: Text Processing
- Week 02: A Touch of Data Science
- SIT742P02A: Packages and Data
- SIT742P02B: NumPy
- SIT742P02C: Pandas
- Week 03: Data Wrangling
- SIT742P03A: Data Wrangling
- SIT742P03B: Parsing CSV, JSON Files
- SIT742P03C: Parsing XML Files (Optional)
- SIT742P03D: Parsing Excel Files (Optional)
- Week 04: Text Analysis
- SIT742P04A: Text Preprocessing
- SIT742P04B: Generating Text Features
- SIT742P04C: More on Regular Expression (Optional)
- Week 05: Data Visualization
- SIT742P05A: Exploratory Data Analysis
- SIT742P05B: Matplotlib (Optional)
- SIT742P05C: Pyplot (Optional)
- ...
- 2019 Assessment Tasks
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent