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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)

avito-demand-prediction

Avito Demand Prediction in Python

big-game

Explore Super Bowl with Python

customer-subscription-with-pymc3

Bayesian Logistic Regression with Python and PyMC3 to predict customer subscription for a financial institution.

custumer-churn

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

data-science-in-r

Data Science in R (multiple algo`s)

economist-chart-reproduction

"The Economist" magazine chart reproduction from scratch written in R Script

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

google-merchandise-store

Google Merchandise Store Analysis and Prediction in Python. LightGBM.

hr-analytics

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

ml-primer

Machine Learning Primer in Python covering frequently used algorithms (7)

pandas-primer

Pandas Primer covering all functionality

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.

python-visualization

Python Visualization Primer

resume-screening

Automate resume screening task with python

school-budgeting-with-machine-learning-in-python

Case Study: School Budgeting with Machine Learning in Python

semester2

spatial-data-analysis

Visualize spatial data in R Script: Obesity Analysis in the United States.

structural-topic-modeling-in-r

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

summer-olympics

Explore Summer Olympics with Python

time-series-data-primer

Time Series Data Primer in Python

timeseries-anomaly-detection-using-lstm

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

titanic-in-r

Analyzing the Titanic dataset in R Script