evelyncy96 Goto Github PK
Name: Chu-Yun (Evelyn) Hsiao
Type: User
Bio: Data Science Enthusiast
Location: United States
Name: Chu-Yun (Evelyn) Hsiao
Type: User
Bio: Data Science Enthusiast
Location: United States
I perform Nested Cross Validation among four models(Decision Tree, Logistic Regression, KNN, SVM) to find the best model. And the Built the final model based on the result of nested CV to predict the diagnosis of breast cancer.
Practicing CNN model with cats and dogs image classification dataset
We performed the Difference-In-Difference analysis to check whether there is causal effect between sponsored search ads and organic clicks on Google search platform.
I built several predictive models to predict consumer spending, and conducted GridSearch to find the best hyperparameter for every models. Models I used including: Ensemble Stacking/ Deep Neural Network/ Support Vector Regressor/ ElasticNet/ Regression Tree/ KNN Regressor
This project aims to leverage big data technologies to help OTT platforms predict churn at a customer level in real-time. We use Amazon S3 as the data storage, Databricks for data processing, spark MLlib for machine learning, and Amazon Quicksight for visualization.
Predict the 2022 College Women Basketball Tournament
We create movie recommendation system through demographic filtering, content-based filtering, collaborative filtering, and hybrid engine.
I implemented sentiment analysis on textual data and compared media volume of two president candidates by Web-scrapping NYTimes articles published two weeks before 2020 US president election day
I built several classification models to detect whether an email is spam or not. I built models and found the best performance using Nested CV and GridSearch under two scenarios: Accuracy-Based & Cost-Sensitive Based. The models I used including Support Vector Classifier/ XGBoost/ LightGBM/ Deep Neural Network/ Decision Tree/ Logistic Regression
We created four models, such as SARIMAX, Prophet, and Ensemble Model(Prophet+XGBoost), to forecast Walmart 45 stores' weekly sales.
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.