What's cooking? EDA and Multi-class Classification
This project aims to predict the category of a dish's cuisine given a list of its ingredients.
About Me
Shiyu is a self-driven UC Davis MSBA candidate who is curious and passionate about making discoveries and solving problems while swimming in data, seeking opportunities as data analyst or business analyst to fully utilize analytical and story-telling skills.
Projects
Red Wine Quality EDA and ML
This project mainly explores the relationship between red wine quality with wine’s physicochemical and sensory variables.
Yelp Review Sentiment Analysis via NLP APIs
Google Cloud Natural Language and Amazon Comprehend API are utilized to do sentiment analysis for Yelp Review dataset.
Digit Recognition
Different classification models(Logistic Regression/ Random Forest/ SVM)are used for digit recognition
Amazon Book Review-Recommendation System with Collaborative Filtering
Recommend best books to users, based on self & others behavior..
Zillow House Price Time Series Forecast
This project mainly aims to produce reliable forecasts of time series data utilizing ARIMA.
New York City Taxi & Limousine Commission Data(Tableau)
This work product is a dashboard illustrating NYC taxi’s whole day on Christmas Day in 2015.
Professional Experience
Data Analyst Practicum at Autodesk ----- Sep 2018 to Present
Data Analyst Intern at Gridsum Holding Inc ----- May 2018 to July 2018