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.
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.