Category: Machine Learning

Square
By Philip Posted on

Predictive Analysis of Car Prices in the US Market: A Comparative Study of Regression Models

This is the group project of SDSC2102 – Statistical Methods and Data Analysis. I did the project in my year 3 2022/23 Semester B. Presentation Slides: Course Instructor: Prof. ZENG … Continue readingPredictive Analysis of Car Prices in the US Market: A Comparative Study of Regression Models

By Philip Posted on

Automating Quality Control: Machine Learning-Driven Classification of Faults in Steel Plates

This is the group project of SDSC3006 – Fundamentals of Machine Learning I. I did the project in my year 3 2022/23 Semester A. Presentation Slides: Course Instructor: Prof. ZENG … Continue readingAutomating Quality Control: Machine Learning-Driven Classification of Faults in Steel Plates

By Philip Posted on

Credit Card Fraud Detection Analysis: A Machine Learning Approach

This is an individual project of SDSC2001 – Python for Data Science. I did the project in my year 2 2021/22 Semester A. Course Instructor: Professor LI Xinyue Context Credit … Continue readingCredit Card Fraud Detection Analysis: A Machine Learning Approach