Welcome to Yutong's GitHub
This page has a collection of machine learning projects.
Take a Look!
Amazon Review Analysis
This project analyzes Amazon review data to take appropriate actions to retain customers and improve products.
New Market Analysis
This project will explore the data of a logistics company to understand the market condition in New York City and extract insights for business action.
Hiring Opportunity Prediction
This project analyzes data from a company connecting labor with local demand to understand how can a tasker maximize the opportunity to be hired.
Heart Disease Identification
This project aims to predict the presence of heart disease based on available medical records and enable the healthcare organization to develop proactive interventions.
World Food Clustering
This project aims to cluster food based on food composition and provide recommendations for people looking for a specific type of food.
Movie Recommendation
This project aims to create a recommendation system for Netflix based on historical review data.
Sentiment Analysis
This project aims to compare the NPL APIs for sentiment analysis. Both Amazon Comprehend and Google Cloud Natural Language will be explored.
GCP AutoML & Vision API
This project aims to explore and apply AutoML and Vision API in Google Cloud Platform for flower classification.
NBA Team Valuation
This project aims to explore the relationship between team valuation and other variables and find out the significant variables for team valuation.
Housing Price Prediction
This project will use Zillow dataset to explore the performance of time series model and machine learning model on real estate price prediction.
Customer Churn Prediction
This project aims to predict customer churn based on available communication records and enable the company to retain customers.
Mobile Pricing
This project will use mobile phone market as an example to illustrate the method we can use for pricing.