trajceskijovan
MSc. Data Analytics (HKBU, Hong Kong) and CPA (Toronto, Canada) professional with experience in Data Science, Digital Transformation, and Analytics.
Hong Kong
Pinned Repositories
Adventure-Works-Cycles---SQL
Market Basket Analysis and Exploratory Data Analysis Using SQL
Airbnb-Price-Prediction
Airbnb Listings, EDA and Price Prediction: Toronto, Canada. Random Forest, LightGBM, SHAP (SHapley Additive exPlanations)
Custumer-Churn
Customer Churn Analysis in R: Logistic, Classification Tree, XGBoost, Random Forest.
Empirical-study-Causal-effect-and-causal-inference
COVID-19 mortality rate (Python). Original empirical study submitted for the Applied Predictive Modeling course during my second semester at HKBU - Master of Science in Data Analytics and Business Economics.
Fake-News
Fake News analysis and prediction in R Script. Naive Bayes, Random Forest, SVM, NNET, ROC, Confusion Matrix, Accuracy, F1 score.
Gold-analysis-and-prediction
Gold Analysis, Trading Strategy, Backtesting, Prediction, and Communication (Email and Telegram notification chatbot) in Python
HR-Analytics
HR Analytics in R Script: "Why Employees leave the company?"
Property-Prices-in-Hong-Kong
Analyzing Property Transaction Prices in Hong Kong in Python
Python-Practicum
Python Practicum - prepare for your Data Science interview or get a refresher.
Structural-Topic-Modeling-in-R
Structural Topic Modeling in R (published two articles on Medium). STM, LDA, metadata, NLP.
trajceskijovan's Repositories
trajceskijovan/Structural-Topic-Modeling-in-R
Structural Topic Modeling in R (published two articles on Medium). STM, LDA, metadata, NLP.
trajceskijovan/Custumer-Churn
Customer Churn Analysis in R: Logistic, Classification Tree, XGBoost, Random Forest.
trajceskijovan/Gold-analysis-and-prediction
Gold Analysis, Trading Strategy, Backtesting, Prediction, and Communication (Email and Telegram notification chatbot) in Python
trajceskijovan/Adventure-Works-Cycles---SQL
Market Basket Analysis and Exploratory Data Analysis Using SQL
trajceskijovan/Airbnb-Price-Prediction
Airbnb Listings, EDA and Price Prediction: Toronto, Canada. Random Forest, LightGBM, SHAP (SHapley Additive exPlanations)
trajceskijovan/Property-Prices-in-Hong-Kong
Analyzing Property Transaction Prices in Hong Kong in Python
trajceskijovan/Empirical-study-Causal-effect-and-causal-inference
COVID-19 mortality rate (Python). Original empirical study submitted for the Applied Predictive Modeling course during my second semester at HKBU - Master of Science in Data Analytics and Business Economics.
trajceskijovan/Fake-News
Fake News analysis and prediction in R Script. Naive Bayes, Random Forest, SVM, NNET, ROC, Confusion Matrix, Accuracy, F1 score.
trajceskijovan/HR-Analytics
HR Analytics in R Script: "Why Employees leave the company?"
trajceskijovan/Python-Practicum
Python Practicum - prepare for your Data Science interview or get a refresher.
trajceskijovan/Timeseries-anomaly-detection-using-LSTM
Timeseries anomaly detection using LSTM based on Johnson & Johnson (JNJ) daily data from 1985 to 2020
trajceskijovan/Avito-Demand-Prediction
Avito Demand Prediction in Python
trajceskijovan/Big-Game
Explore Super Bowl with Python
trajceskijovan/Customer-subscription-with-PyMC3
Bayesian Logistic Regression with Python and PyMC3 to predict customer subscription for a financial institution.
trajceskijovan/Data-Science-in-R
Data Science in R (multiple algo`s)
trajceskijovan/Economist-chart-reproduction
"The Economist" magazine chart reproduction from scratch written in R Script
trajceskijovan/Google-Merchandise-Store
Google Merchandise Store Analysis and Prediction in Python. LightGBM.
trajceskijovan/ML-Primer
Machine Learning Primer in Python covering frequently used algorithms (7)
trajceskijovan/Pandas-Primer
Pandas Primer covering all functionality
trajceskijovan/Python-Visualization
Python Visualization Primer
trajceskijovan/Resume-Screening
Automate resume screening task with python
trajceskijovan/School-Budgeting-with-Machine-Learning-in-Python
Case Study: School Budgeting with Machine Learning in Python
trajceskijovan/Semester2
trajceskijovan/Spatial-data-analysis
Visualize spatial data in R Script: Obesity Analysis in the United States.
trajceskijovan/Summer-Olympics
Explore Summer Olympics with Python
trajceskijovan/Time-Series-Data-Primer
Time Series Data Primer in Python
trajceskijovan/Titanic-in-R
Analyzing the Titanic dataset in R Script