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TSAI SHIU PING's Projects

housing_price_prediction icon housing_price_prediction

In this project, I used feature selection methods to filter out the numeric and categorical features which are most relevant to the housing price, and fitting these to a linear regression model. Although the model can only win 50% of other Kaggle competitors, it is quite interpretable.

hr_absentism_case_study icon hr_absentism_case_study

Using previous staff's dataset to predict if the new employee will tend to be high absent or low absent

youtube_data_analysis icon youtube_data_analysis

In this project, I utilized the YoutubeDataAPI to get the frontend data, such as view counts, comments, video length etc. By using the data from Youtube API, we can better understand how other competitive youtuber run their channel. For example, do they interact with their audiences frequently or what is most common video topic in their channels

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