Data Science

All things Data Science. Machine Learning, Deep Learning and other cool stuff 🙏🏻.
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
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