trajceskijovan/Python-Practicum

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Created over 3 years ago
Updated over 3 years ago

trajceskijovan/Python-Practicum

trajceskijovan

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Python Practicum - prepare for your Data Science interview or get a refresher.

Adventure-Works-Cycles---SQL

Market Basket Analysis and Exploratory Data Analysis Using SQL

Structural-Topic-Modeling-in-R

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

HR-Analytics

HR Analytics in R Script: "Why Employees leave the company?"

Custumer-Churn

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

Property-Prices-in-Hong-Kong

Analyzing Property Transaction Prices in Hong Kong in Python

Jupyter Notebook

Gold-analysis-and-prediction

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

Jupyter Notebook

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.

Jupyter Notebook

Timeseries-anomaly-detection-using-LSTM

Timeseries anomaly detection using LSTM based on Johnson & Johnson (JNJ) daily data from 1985 to 2020

Jupyter Notebook

Airbnb-Price-Prediction

Airbnb Listings, EDA and Price Prediction: Toronto, Canada. Random Forest, LightGBM, SHAP (SHapley Additive exPlanations)

Jupyter Notebook