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.
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.
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;
Backdoors in Neural Networks
In this project, we demonstrated how Neural Networks can be vulnerable to a Backdoor attack.
What parts of the world are susceptible to Corona outbreak? We used Big Data and Data Engineering in this project to find out.
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?
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.