Yingzhao OuyanginTowards Data ScienceGenerative poetry with LSTMIn the final project of my Metis Data Science Bootcamp, I build a poetry generator using an LSTM model.Jul 29, 2020Jul 29, 2020
Yingzhao OuyanginTowards Data ScienceIdentifying fake news: The LIAR dataset and its limitationsIn my fourth Metis Data Science Bootcamp project, I apply classification and NLP techiques to determine whether a piece of news is fake.Jun 29, 20201Jun 29, 20201
Yingzhao OuyanginTowards Data ScienceIs a trawler fishing? Modelling the Global Fishing Watch datasetIn my 3rd project at Metis Data Science Bootcamp, I determine if a trawler is fishing based on features derived from Global Fishing Watch.May 24, 20201May 24, 20201
Yingzhao OuyanginTowards Data ScienceHow to clean and combine Dataframe columns of listsUsing Python helper functionsMay 7, 2020May 7, 2020
Yingzhao OuyanginTowards Data ScienceMyAnimeList user scores: Fun with web scraping and linear regressionIn my 2nd project at Metis Data Science Bootcamp, I use linear regression models to predict anime scores on MyAnimeList.May 5, 2020May 5, 2020
Yingzhao OuyanginTowards Data ScienceMTA Turnstile Data: My First Taste of a Data Science ProjectIn my 1st project at Metis Data Science Bootcamp, I explored and analysed 2 months of MTA turnstile data.Apr 20, 20201Apr 20, 20201
Yingzhao OuyangSelected Pieces from Submersible Tour, 2219 CESpeculative Singapore poetryFeb 24, 2019Feb 24, 2019