Blog Posts in Category "What Is"

March 2nd, 2020

In my previous blog post I have started to explain how Bayesian Linear Regression works.

So far, I... read more

February 17th, 2020

Bayesian regression methods are very powerful, as they not only provide us with point estimates of regression parameters, but rather deliver an entire distribution over these parameters. This... read more

January 6th, 2020

This blog post is the second in a three part series covering machine learning approaches for time series. In the read more

December 18th, 2019

This post is the first part of a series of posts that are linked together as they all deal with the topic of time series and sequence modeling, respectively. In order to give a comprehensive... read more

Doctor inspecting X-ray image.

August 27th, 2019

Artificial intelligence (AI) and in particular computer vision promise to be valuable aids for diagnosing diseases based on medical... read more

Bookshelf

August 12th, 2019

Natural Language Processing (short: NLP, sometimes also called Computational Linguistics) is one of the fields which has undergone a revolution since methods from... read more

Blackboard with mathematical formulas.

July 15th, 2019

The terms Artificial Intelligence (AI), Machine Learning (ML) and Deep Learning (DL) are used with staggering frequency. However, it is not obvious what they are supposed... read more

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