CharaZhu

Twitter-Sentiment-Analysis

Twitter sentiment analysis for 2019 Canadian Elections using Natural Language Processing.

Dynamic_Asset_Allocation

Portfolio Optimization (CPLEX & IPOPT), Rebalancing

Credit-Card-Fraud-Detection

Building an anomaly detection model using Gaussian Mixture Model (GMM)

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.

Airplane-Status-Prediction

Predict airplane's status by implementing Linear Regression with Regularization, Batch/ Mini-Batch/ Stochastic Gradient Descent.

APS502

Financial Engineering

Arrests_for_Marijuana_Possession_Analysis

Breast-Cancer-Diagnosis

Using KNN classifier to detect whether the tumor is benign or malignant.

CHE1147

Data Mining in Engineering

Kaggle_ML-DS_Survey_Challenge

Machine Learning, Classification

MIE1622

Computational Finance and Risk Management

SQL-Leetcode-Challenge

Contains all the 117 Leetcode questions with their solutions ranging from Easy to Hard in MySQL.

standard-readme

A standard style for README files