kalvinkao
Masters student at the UC Berkeley School of Information. Latest project is ctr-prediction-with-fm. Stay tuned for additional ML projects!
Oakland, CA
Pinned Repositories
online-dating-experiment
An experiment measuring the effect of achievement on online dating success (study performed for MIDS course W241 "Experiments and Causality")
SF-crime-classification
A prediction of types of crime in San Francisco based on location and time data from a practice Kaggle competition (project for MIDS course W207 "Applied Machine Learning")
pilot-application-for-predicting-power-outages
A steel thread for an end-to-end solution for predicting power outages from weather data, including data engineering, machine learning, and visualization (pilot application created for MIDS course W205 "Storing and Retrieving Data")
automating_fake_reviews
A short research project that studies an RNN language model capable of generating realistic restaurant review text.
ctr-prediction-with-fm
Click Through Rate (CTR) Prediction using Factorization Machines at Scale
Additional-Data-Science-Work
This repository contains additional work from my Master's classes that demonstrates the range of techniques I have learned.
computer-vision-for-ewaste
my code for my MIDS capstone project
w266_final_project
Experiments_causality_final_project
Dating_experiment
E-Waste-Management-
W210 Project
kalvinkao's Repositories
kalvinkao/computer-vision-for-ewaste
my code for my MIDS capstone project
kalvinkao/ctr-prediction-with-fm
Click Through Rate (CTR) Prediction using Factorization Machines at Scale
kalvinkao/automating_fake_reviews
A short research project that studies an RNN language model capable of generating realistic restaurant review text.
kalvinkao/w266_final_project
kalvinkao/Additional-Data-Science-Work
This repository contains additional work from my Master's classes that demonstrates the range of techniques I have learned.
kalvinkao/pilot-application-for-predicting-power-outages
A steel thread for an end-to-end solution for predicting power outages from weather data, including data engineering, machine learning, and visualization (pilot application created for MIDS course W205 "Storing and Retrieving Data")
kalvinkao/online-dating-experiment
An experiment measuring the effect of achievement on online dating success (study performed for MIDS course W241 "Experiments and Causality")
kalvinkao/SF-crime-classification
A prediction of types of crime in San Francisco based on location and time data from a practice Kaggle competition (project for MIDS course W207 "Applied Machine Learning")