Pinned Repositories
awesome-fraud-detection-papers
A curated list of data mining papers about fraud detection.
Coursera-Machine-Learning-Specialization
2022 Coursera Machine Learning Specialization Optional Labs and Programming Assignments
data-science-wg
SF Brigade's Data Science Working Group.
data_analysis_online_retailer
Data Analysis for an online retailer to identify customer segments and cross-selling strategies with market basket analysis
fongbx.github.io
My data science project portfolio website - https://fongbx.github.io/
handson-ml3
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
hdb_resale
Analysis of the relationship between proximity to expressway and HDB resale prices in Singapore
ISSS608-VAA
ISSS608-Visual_Analytics
ISSS624
Exercises and assignments implemented for ISSS624: Applied Geospatial Analytics (SMU Masters of IT in Business studies)
fongbx's Repositories
fongbx/awesome-fraud-detection-papers
A curated list of data mining papers about fraud detection.
fongbx/Coursera-Machine-Learning-Specialization
2022 Coursera Machine Learning Specialization Optional Labs and Programming Assignments
fongbx/data-science-wg
SF Brigade's Data Science Working Group.
fongbx/data_analysis_online_retailer
Data Analysis for an online retailer to identify customer segments and cross-selling strategies with market basket analysis
fongbx/fongbx.github.io
My data science project portfolio website - https://fongbx.github.io/
fongbx/handson-ml3
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
fongbx/hdb_resale
Analysis of the relationship between proximity to expressway and HDB resale prices in Singapore
fongbx/ISSS608-Visual_Analytics
fongbx/landslide_prediction
Predicting of landslide susceptibility based on terrain information in Hong Kong
fongbx/minimal-portfolio
Minimal portfolio for DS projects
fongbx/resignation_rates
Rshiny App for exploration of the resignation rates in Singapore
fongbx/themepark_optimisation
Excel model for optimising visitor experience to Universal Studios Singapore, by minimising queue time and travel time between rides
fongbx/ISSS624-Geospatial_Analysis
Exercises and assignments implemented for ISSS624: Applied Geospatial Analytics (SMU Masters of IT in Business studies)
fongbx/Projects
Portfolio of Data Science/ Machine Learning Projects
fongbx/topic_modelling_on_reddit_posts
Topic modelling to find out the key discussions relating to capital punishment in the Singapore Reddit community
fongbx/vast-challenge-2023