alisonsnwong Goto Github PK
Name: Alison Wong
Type: User
Company: UC Davis DataLab
Bio: Statistics @ UC Davis [email protected]
Alison Wong's Projects
ava
American Viticultural Areas
college-scorecard-analysis
Developed functions to query financial variables from the College Scorecard web API to perform a comprehensive analysis of the value of college
covid_worksite_exposure
Scraping and visualizing the UC Davis Potential Worksite Exposure Reporting (AB 685) data
credit-card-attrition
Used logistic regression and multiple linear regression model to predict possible customer attrition from a public bank dataset.
digit-recognition
Classified digits from USPS database with 96.62% accuracy using an SVD classification algorithm with rank-17 approximations in MATLAB
electricity-time-series
Performed time series decomposition, residual analysis, ARMA model fitting, and spectral analysis to forecast electricity sales in California.
genre-classification-with-llm
Genre Classification with Google BERT Model
graves-endocrine_surgeons
Claire Graves' 2022 collaboration to identify access to endocrine surgery centers
startup-success-ml
Predicted startup success using ML algorithms from scratch (Logistic regression, Decision tree, KNN, and SVM) in search for the optimization algorithm with the fastest computational time and accuracy
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