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Name: Changqing Lin
Type: User
Bio: University of Liverpool
Changqing Lin's Projects
final-year-project
Stock prediction using CNN-MLP models (Adam, SGD, AlexNet, ResNet) with SPX data. Includes data preprocessing, model training, evaluation metrics, and experimental results.
y2s1-database
A comprehensive SQL database for tracking and managing pandemic data in the Lukewarm Kingdom, featuring citizen tracking, test results, and district risk levels to aid in effective outbreak monitoring and response.
y2s1-java-project
A comprehensive Java-based student management system developed to the Java Programming course. This system features GUI data encapsulation, management of students, courses, teachers, and grades, along with robust encryption for sensitive data. It embodies the principles of object-oriented programming and showcases serialization for data persistence
y3s2-software-engineering
A full-stack web-based pizza ordering platform built with Spring Boot and MySQL, enabling streamlined online ordering experiences for customers and comprehensive management features for administrators.
y4s1-big-data-analytics
Project 1: Data Scraping; Project 2: Machine Learning for Predicting Healthcare Employee Attrition
y4s1-machine-learning
CIFAR-10 Image Classification Enhancement Using AlexNet and Advanced Optimization Techniques
y4s1-risk-management
VaR Prediction for Multi-Asset Investment Portfolios Based on Copula, GARCH, and Traditional Models
y4s2-computer-based-trading-in-financial-markets
Comprehensive resources for computer-based trading in financial markets, including datasets, backtesting scripts, strategy implementations, and a detailed backtest report.
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