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This repository was archived by the owner on Aug 5, 2024. It is now read-only.
This repo contains the small projects I have
created when I first started learning data
science. The projects include machine learning
model training with Kaggle datasets, competitions
I have participated and other random stuff.
This repo is outdated and messy, but might be
interesting to juniors who are intended to start
their own projects/ competitions.
If time allows, I might update the projects to
clean up the code structure and create
documentation.
List of projects
Title
What is it about
Type
Language
SIRS HDB eligibility
Investigate distribution of SIRS subsidy eligibility based on Singapore HDB resale data
Data Analysis
R
Shopee Logistics
Investigate Shopee logistic fulfillment based on shipping data provided by Shopee
Data Analysis
Python
Shopee Fraud Detection
Detect fake buyers based on user data provided by Shopee
Data Analysis
Python
Singapore population map
Investigate distribution and changes on Singapore population based on SingStat population data
Data Analysis
Python
Traffic counter
Real time update of number of cars on the road based on Traffic camera image data
Data Science
Python
Driving sales through ML
Predicting customers with a higher likelihood to purchase products based on sales data from Kaggle
Data Science
Python
Ericsson Mobility Report
Re-make of Ericsson Mobility Report to improve readability
Data Analysis
Tableau
Exploring Singapore MP attendance and speaking counts
Investigate distribution of Singapore MP based on data cleaned by Kopi.co
Data Analysis
Python
Order Brushing
Detect abnormal users in Shopee platform based on transaction data provided by Shopee
Data Analysis
Python
Spam call Investigation
Predict spam calls based on historical call data provided by China mobile
Data Science
Python
Titanic
Hello-world of data science, predicting survival in Titanic crash
Data Science
Python
Wordle solver
solving wordle with the help of nltk and some logic guess