Part of the course experiment in HKUST(GZ) DSAA. Include: DSAA5002 - Data Mining and Knowledge Discovery; DSAA5020 - Foundation of Data Science and Analysis; DSAA5021 - Data Science Computing; DSAA6100 - Practical Lab Course
[Python;Pytorch/Tensorflow]
- hw1: Association Rule Mining
- hw2: Supervied ML Algorithms
- hw3: Clustering
- DM-Final 72-hour take-home exam
- Assignment1 - Q1: Project-IFShanshuiNeeded; Q2: LinearRegresion-NormalEquation
- Assignment2 - Stock Price Prediction-Hourly by LR
- Assignment3 - Axiomatic Approaches for Explanations
- Assignment1: Web Scraping
- Assignment2: Paper Reading and Presentation - PaperPre-MapReduce