Philip’s Data Science Diary - Navigating Data Science: From Classroom to Career

The best way to learn data science is to do data science – Chanin Nantasenamat

Recent Posts

By Philip Nov 24, 20242024 年 11 月 24 日

AI Portfolio Analytics: Revolutionizing Investment Management with Artificial Intelligence

Introduction Investment management has entered a new era, thanks to groundbreaking advancements in AI technology. The AI Portfolio Analytics has emerged as a leader in this transformation, blending artificial intelligence … Continue readingAI Portfolio Analytics: Revolutionizing Investment Management with Artificial Intelligence

By Philip Apr 6, 20242024 年 11 月 23 日

Hashnut: A Comparative Analysis and Proposed Improvements for Making a Competitive Crypto Wallet

This is a group project of SDSC4116 – Data Science Capstone. I did the project in my final year 2023/24 Semester B. Presentation Slides: Supervisor: Prof. CHEN Minghua Abstract A … Continue readingHashnut: A Comparative Analysis and Proposed Improvements for Making a Competitive Crypto Wallet

By Philip Apr 16, 20232024 年 3 月 6 日

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 Apr 1, 20232024 年 3 月 7 日

Stock Market Price Trend Prediction Using Time Series Forecasting

This is the group project of SDSC4107 – Financial Engineering and Analytics. I did the project in my year 3 2022/23 Semester B. Presentation Slides: Course Instructor: Dr. Qi WU … Continue readingStock Market Price Trend Prediction Using Time Series Forecasting

By Philip Nov 30, 20222024 年 3 月 6 日

Exploring the Dynamics of PageRank in Evolving Networks: A Reproduction Study

This is the group project of SDSC3001 – Big Data: The Arts and Science of Scaling. I did the project in my year 3 2022/23 Semester A. Presentation Slides: Course … Continue readingExploring the Dynamics of PageRank in Evolving Networks: A Reproduction Study

By Philip Nov 27, 20222024 年 3 月 6 日

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 Apr 17, 20222024 年 3 月 5 日

Enhancing Business Processes in the Samsung Mobile Industry through Information Management

This is the group project of GE2263 – Information Management. I did the project in my year 2 2021/22 Semester B. Presentation Slides: Course Instructor: Prof. ZUO Zhiya Executive Summary … Continue readingEnhancing Business Processes in the Samsung Mobile Industry through Information Management