10/16/18
In this article series, we show different machine and deep learning approaches on the use case of detecting diesel cars as well as environmental zone badges and type labels on the cars. Read more
05/22/18
In this post I'll show you how to use a Google Cloud Function to access the machine learning API for natural language processing. Cloud functions are one of the serverless features of the GCP. Read more
05/07/18
In this article I'd like to give you a short introduction to a subset of Google's machine learning capabilities: the natural language API. Read more
02/06/18
How does Big Data Analysis work? To find that out, I participated in the workshop on "Deep Learning with Keras and TensorFlow". Read more
01/12/18
This post is about implementing a - quite basic - Neural Network that is able to play the game Tic-Tac-Toe. Read more
01/09/18
Because complex machine learning models are essentially black boxes and too complicated to understand, we need to use approximations to get a better understanding of how they work, e.g. with LIME. Read more
11/02/17
You can interactively explore different analysis techniques for Predictive Maintenance with this flexdashboard. Read more
Convolutional Neural Networks have become the first choice to extract information from visual data. Essentially, they mimic the way a human being recognizes images. Read more
09/06/17
I am going to show an example of how Data Science techniques can be used to identify fraud in financial transactions. I will offer some insights into the inner workings of fraud analysis. Read more
