Jeroen Overschie

Jeroen Overschie

Nov
21
How to create a Devcontainer for your Python project 🐳 [🔗]

How to create a Devcontainer for your Python project 🐳 [🔗]

Oct
22

pyspark-bucketmap

pyspark-bucketmap is a tiny module for pyspark which allows you to bucketize DataFrame rows and map their values easily.
2 min read
Apr
18
From Linear Regression to Neural Networks

From Linear Regression to Neural Networks

How are linear regression, logistic regression and neural networks related? What is overfitting and how do we fight it? In this post, we find answers to these questions in an interactive way by working with a real-world dataset on penguins.
20 min read
Apr
09
Making Art with Generative Adversarial Networks

Making Art with Generative Adversarial Networks

Can computers make art? To find out, we tried ourselves. We used Generative Adversarial Networks to try to paint new Van Gogh paintings.
2 min read
Jan
17
Finding 'God' components in Apache Tika

Finding 'God' components in Apache Tika

How did big, bulky software components come into being? In this project, we explore the evolution of so-called God Components;
2 min read
Oct
29
Backdoors in Neural Networks

Backdoors in Neural Networks

In this project, we demonstrated how Neural Networks can be vulnerable to a Backdoor attack.
4 min read
Mar
01
COVID-19 Dashboard

COVID-19 Dashboard

What parts of the world are susceptible to Corona outbreak? We used Big Data and Data Engineering in this project to find out.
2 min read
Feb
10
Automated curtains project

Automated curtains project

My electric curtains can already be controlled by a remote. It would be cool if they could open in the morning, like an alarm clock. What if I could do this using a Raspberry Pi, by emulating the remote?
4 min read
Feb
20
School break time friend finder

School break time friend finder

Spending school breaks alone is lame. That's why I developed an app so students can find with whom they share their breaks.
2 min read