Susan LiA Comparison of G7 Countries House Price MovementPython, FRED, Economic Data, Housing Price3 min read·Jun 21, 2022--3--3
Susan LiBuilding A Recommender System With Implicit Feedback Datasets Using Alternating Least SquaresRecSys, ALS, Collaborative Filtering5 min read·Jan 16, 2022--5--5
Susan LiFake News Classification with LSTM or Logistic RegressionTensorflow, Keras, DataSpell, Scikit-Learn, PyCharm6 min read·Nov 22, 2021--2--2
Susan LiinTowards Data ScienceThe Analysis on American National Election Studies (ANES)Statistics, survey, vote intention, public opinion, Joe Biden, Donald Trump9 min read·Sep 3, 2021----
Susan LiinTowards Data ScienceForecasting the 2020 US Election Using Multilevel Regression with Post-stratificationPresidential election, Trump, Political Polls, PYMC3, Python8 min read·Jul 18, 2021--4--4
Susan LiinTowards Data ScienceA Quick Introduction On Granger Causality Testing For Time Series AnalysisAugmented Dickey-Fuller (ADF) test, Kwiatkowski–Phillips–Schmidt–Shin (KPSS) tests, Vector Autoregressions (VA), Durbin–Watson statistic…5 min read·Dec 23, 2020--3--3
Susan LiinTowards Data ScienceA Bayesian Model for Estimating the Effects of Covid-19 VaccinesPYMC3, Bernoulli Distribution, Pfizer, Moderna, AstraZeneca4 min read·Nov 30, 2020--2--2
Susan LiinTowards Data ScienceTime Series of Price Anomaly Detection with LSTMJohnson and Johnson, JNJ, Keras, Autoencoder, Tensorflow4 min read·Sep 8, 2020--9--9
Susan LiinTowards Data ScienceMulti Class Text Classification With Deep Learning Using BERTNatural Language Processing, NLP, Hugging Face4 min read·Aug 2, 2020--21--21
Susan LiinTowards Data ScienceCOVID Fake News Detection with a Very Simple Logistic RegressionNatural Language Processing, NLP, Scikit Learn3 min read·Jul 22, 2020--3--3
