Here is a summary about my Data Science portfolio. Check this post for my work and project experiences!
[Read More]
Predictive Modeling and Online ML Dashboard with MIMIC Data
Predict Patients' Discharge Location for Relative Audience
This post is about doing data analysis and predictive modeling for the MIMIC Dataset and constructing a dashboard (deployed on GCP) for results demonstration and interactive prediction.
[Read More]
Image Processing via Deep Learning Approach
LeNet-5 CNN architecture
This post is about training a deep learning model to classify beetles, cockroaches and dragonflies using these raw images. Note: Images are collected from Insect Images.
[Read More]
Constructing Python Dashboard/Small App with Streamlit
Analysis for 2017 Doctorate Recipients Dataset
This post is about doing data analysis and visualization for the 2017 Doctorate Recipients Dataset and constructing a dashboard with Streamlit for results demonstration. Note that dashboard built with Streamlit originally can only be accessed locally, but we can use Heroku to built a small app and make this dashboard...
[Read More]
API Requesting and Json Formatting
Who is the oldest in the world of Star Wars?
This post is about doing api requesting and json formatting with the SWAPI (The Star Wars API) to find the oldest person (or robot or alien) in the Star Wars, and all the films they appeared in.
[Read More]