olliang Goto Github PK
Name: Olivia Liang
Type: User
Company: University of Minnesota
Bio: Data Science Enthusiast
Location: Los Angeles, California
Name: Olivia Liang
Type: User
Company: University of Minnesota
Bio: Data Science Enthusiast
Location: Los Angeles, California
A hub that stores data science and analytics done on movie related data. The techniques used include EDA, NLP topic analysis, Recommender System, and advanced visualization in Tableau
A big data project that utilizes E3, Athena, EMR, SageMaker and QuickSight on AWS to build Random Forest and xgBoost model in Spark and SQL that predict the CTR of ads on a large relational database.
An A/B testing project done with survey to examine whether people are more likely to click on thumbnails that contain their own racial features.
A self-driven project utilizing ARIMA, Seq2Seq, and XGBoost to help design the COVID19 forecasting algorithm. Data sources are from Kaggle Competition and JHU CSSE.
An interesting project that creatively applied clustering and Association rules mining on soccer match data to find insights for better player formation strategies for soccer teams.
A methodology designed to validate the statistical similarity of synthetic data generated by GAN models. The metrics contain Auto-encoder, PCA, t-SNE, KL-divergence, Clustering, and Cosine Similarity.
A time series forecasting project from Kaggle that uses Seq2Seq + LSTM technique to forecast the headcounts. Detailed explanation on how the special neural network structure works is provided.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.