Kaggle competitions

An overview of my AI/ML submissions on Kaggle

On this page you can find more information about my submissions for various Kaggle competitions.

2024 -

My profile on Kaggle

Table of contents

Titanic
Spaceship Titanic

Titanic

november 2024

Predict the survivors on the Titanic.

The goal of this competition on Kaggle is, to use Machine Learning to determine which people survived the Titanic disaster and who did not. It is considered to be a good first competition to get your hands dirty on Machine Learning.

As a model I used the RandomForestClassifier, which is a decision tree algorithm. As features I used the following data:

1. In which class a passenger was

2. Male/female

3. Whether and how many siblings/spouses were on board

4. Whether and how many parents/children were on board

My goal was more to understand Machine Learning and scikit-learn than to actually compete.

If you want to know more about this project, you can look at my code on Github or take a look at the page on Kaggle.

Watch the code on Github

See competition on Kaggle

Spaceship Titanic

March 2025

Predict which passengers are transported to an alternate dimension.

Kaggle competition to predict which passengers are transported to an alternate dimension. The goal was the learn building ML Pipelines and figuring out the difference between Random forest and Gradient boosting.