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Articles by Jim Meng Kok
Explaining Regression Methods on the Selling Price of HDB Resale Flats using SHAP
Machine learning models have been considered as black boxes due to that they are hard for data analysts or data scientists to interpret and understand what the algorithms do. In my last article, I have used linear regression to predict the selling price of the HDB resale flats from January 1990 to April 2021. If you haven't checked it out, please check it out before continuing this article as a sequel since they are part of the same universe (Sorry for unleashing out my inner MCU fan soul).
Posts & Comments on Euro 2020 by the Redditors’
It’s been almost two months since the final of Euro 2020 between Italy and England that was held in Wembley Stadium, London ended. The football fever is slowly declining but the recent 2022 FIFA World Cup qualification matches have brought my attention and interest to examine what do people say about Euro 2020. Hence, I have leveraged a Kaggle dataset that contains posts that Redditors discussed Euro 2020.
Predict the Selling Price of HDB Resale Flats
There are multiple factors affecting the selling price of HDB resale flats in Singapore.
Math Unsupervised
Throughout my many years in math education as a tutor, TA, and teacher, one thing that stood out to me was that my students consistently had strong feelings about math. I wondered if this phenomenon extended beyond my students. This led me to the questions, how do people talk about math? And, can I use data to explore topic trends? My expectation going into this project was that I was going to see a lot of hate for math.
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