Pinned Repositories
Airplane-Status-Prediction
Predict airplane's status by implementing Linear Regression with Regularization, Batch/ Mini-Batch/ Stochastic Gradient Descent.
Credit-Card-Fraud-Detection
Building an anomaly detection model using Gaussian Mixture Model (GMM)
Dynamic_Asset_Allocation
Portfolio Optimization (CPLEX & IPOPT), Rebalancing
Optimization_Project
Nonlinear Optimization
Option-Valuation
Option pricing based on Monte Carlo Simulation and Lattice approach
Portfolio-Optimization
Implementation of financial optimization models and efficient frontiers
Principal-Component-Analysis
Time-Series Analysis on death cases and Image Compression using PCA. Determine number of PCs retain based on RMSE.
Tableau-Workbooks
A series of Tableau workbooks about how to build common charts and dashboards.
Text-Mine-Coronavirus-Literature
Apply NLP and ML algorithms on over 400,000 biomedical research papers to gain insight into COVID-19 and how to improve vaccination efforts.
Twitter-Sentiment-Analysis
Twitter sentiment analysis for 2019 Canadian Elections using Natural Language Processing.
CharaZhu's Repositories
CharaZhu/Dynamic_Asset_Allocation
Portfolio Optimization (CPLEX & IPOPT), Rebalancing
CharaZhu/Twitter-Sentiment-Analysis
Twitter sentiment analysis for 2019 Canadian Elections using Natural Language Processing.
CharaZhu/Credit-Card-Fraud-Detection
Building an anomaly detection model using Gaussian Mixture Model (GMM)
CharaZhu/Optimization_Project
Nonlinear Optimization
CharaZhu/Option-Valuation
Option pricing based on Monte Carlo Simulation and Lattice approach
CharaZhu/Portfolio-Optimization
Implementation of financial optimization models and efficient frontiers
CharaZhu/Principal-Component-Analysis
Time-Series Analysis on death cases and Image Compression using PCA. Determine number of PCs retain based on RMSE.
CharaZhu/Tableau-Workbooks
A series of Tableau workbooks about how to build common charts and dashboards.
CharaZhu/Text-Mine-Coronavirus-Literature
Apply NLP and ML algorithms on over 400,000 biomedical research papers to gain insight into COVID-19 and how to improve vaccination efforts.
CharaZhu/Airplane-Status-Prediction
Predict airplane's status by implementing Linear Regression with Regularization, Batch/ Mini-Batch/ Stochastic Gradient Descent.
CharaZhu/APS502
Financial Engineering
CharaZhu/Arrests_for_Marijuana_Possession_Analysis
CharaZhu/Breast-Cancer-Diagnosis
Using KNN classifier to detect whether the tumor is benign or malignant.
CharaZhu/CHE1147
Data Mining in Engineering
CharaZhu/Kaggle_ML-DS_Survey_Challenge
Machine Learning, Classification
CharaZhu/MIE1622
Computational Finance and Risk Management
CharaZhu/SQL-Leetcode-Challenge
Contains all the 117 Leetcode questions with their solutions ranging from Easy to Hard in MySQL.
CharaZhu/standard-readme
A standard style for README files