trajceskijovan

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/Structural-Topic-Modeling-in-R

Structural Topic Modeling in R (published two articles on Medium). STM, LDA, metadata, NLP.

trajceskijovan/Gold-analysis-and-prediction

Gold Analysis, Trading Strategy, Backtesting, Prediction, and Communication (Email and Telegram notification chatbot) in Python

trajceskijovan/Custumer-Churn

Customer Churn Analysis in R: Logistic, Classification Tree, XGBoost, Random Forest.

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/GFT

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