How to get into Data Science in 2022 without a CS background

As I’m nearing the end of my time as a Ph.D. student, I was wondering...

2022, Aug 19   —  13 minute read

Setup Tensorflow and Keras with CUDA Support - A fast and pain-free approach with Miniconda

As a quick and easy-to-use deep learning framework, I love to use Keras. With few...

2021, Sep 02   —  4 minute read

Transfer Learning with EfficientNet for Image Regression in Keras - Using Custom Data in Keras

There are hundreds of tutorials online available on how to use Keras for deep learning....

2020, Oct 19   —  28 minute read

Multi-Input Deep Neural Networks with PyTorch-Lightning - Combine Image and Tabular Data

One of the most significant advantages of artificial deep neural networks has always been that...

2020, Jul 19   —  18 minute read

Detectron2 - How to use Instance Image Segmentation for Building Recognition

In this post we use a real case study to implement instance image segmentation. I...

2020, Jan 30   —  29 minute read

Create Beautiful Maps with Python

This tutorial teaches you how to plot map data on a background map of OpenStreetMap...

2020, Jan 22   —  10 minute read