TAO (DAVID) SHAN's repositories
IBM-Machine-Learning-Projects
Projects for machine learning, including classification, regression, clustering, deep learning
autovc
AutoVC: Zero-Shot Voice Style Transfer with Only Autoencoder Loss
Drug-Consumption-data-analysis
Final project, R for Data Science class
Predict-number-of-comments-a-Facebook-post-receives
Predict number of comments a Facebook post receives
R-Statistical-Inference
Including codes and report for Classification; regularization, ridge regression, and Lasso; model selection; treed-based methods; resampling methods; importance sampling; Markov chain Monte Carlo; Metropolis-Hasting algorithm; Gibbs sampling; optimization
SAS-programming
Including some exercises that shows what I learnt in SAS.
KNIME-data-analysis
In-class analysis for regression/classification, simple neural network by using knime
US_president_speech_prediction
Make prediction for US president win/loss by their speeches.
DBLP-Citation-Network-Analysis
https://www.aminer.org/citation
E-commerence-image-classification
Identify the label of a fashion product image using convolutional neural networks
Kaggle-Competition---Rental-Listing-Inquiries
https://www.kaggle.com/c/w21projii/data
Kaggle-Project---Predict-Store-Sales
https://www.kaggle.com/c/w21proj1
IBM-Machine-Learning
IBM Machine Learning Professional Certificate study materials
Kaggle-Titanic-Machine-Learning-from-Disaster
Analyze survival by python machine learning
SQL_International_Debt_Statistics
Write SQL queries to answer interesting questions about international debt using data from The World Bank.