Machine Learning

Resources to Learn Machine Learning

Descriptive Statistics Tutorial

Evaluating Binary Classifier Performance


Counting Outcomes: Combinations and Permutations

R Language Notes

Linux Notes

Git Notes

Docker Notes

VirtualBox Linux Guest Notes

Data Science Projects

Malta Property Analysis

Analysis of Malta's Rental Property Market - Q1 2017 vs Q1 2018

Malta Property to Let - Q4 2016 vs Q1 2017 In-depth Analysis

Malta Property for Sale - Q2 vs Q4 2016 In-depth Analysis

Data Sets Analysis

Instacart - Market Basket Analysis

Splitting Training Data

Exploratory Analysis

Feature Engineering

Model Fitting

Model Evaluation

Predictions on Test Set

Titanic Survival Prediction

World Cup Data Visualisation using D3.js

Software Projects

Fruitful Time


stefan [at]