Joey Tuason: Data Science Portfolio
Data science and programming enthusiast with passion to explore Machine Learning models
Currently working as an actuary
An advocate for the WFH movement -- I believe this is the future
Never (and never will be) a boomer
View My LinkedIn Profile
Portfolio
Data Mining, Machine Learning and AI Models
HR Employee Retention and Attrition (k-prototype clustering, SHAP analysis, Decision Tree): Project Folder
Topic Modelling On News Weblinks Using the Latent Dirichlet Allocation (LDA Model): Notebook
Statistical Models, EDA: Data Visualizations & Dashboards and Storytelling
Jumping the Next Hurdle: Project Folder
Educate without the Need to be an Elitist (An Election 2022 PH Data Exploration): Notebook | Dashboard
Big Mart Descriptive Analytics: Notebook
Ratings on Google Play Store Apps: Notebook | Storytelling Deck
Other Scripts and Automations Done (Python, R)
Reading different datasets in Jupyter: Notebook
Use tabula package to extract table from pdf. Dataset used is on overseas voting demographics for 2022 PH elections. Notebook
Tips & Tricks
Load Files Fast in Google Colab
Just make sure you make your notebook private for sensitive datasets.
How to Create a Github Page
Combining resources from chriskhanhtran’s github page and github doc for easier reference.
How to Run Jupyter Notebook in Android Phone
Learn to use your phone to do and update your notebooks.