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Blog - Articles around AI, ML, DL and more

Tools for Deep Learning, importance of machine learning, Java and artificial intelligence - these and much more are topics our blog is dedicated to. We encounter new challenges every day and want to share our experience and insights with you. On this overview page you can see teasers of all previous blog posts. Feel free to click through, browse our current series of topics on MLOps and get excited about the posts to come! If you have any feedback, experiences, or topic requests, please feel free to contact us - we look forward to hearing from you.

Blog Articles

24 May 2019

Supervised & Unsupervised Learning in ML

In the previous article we introduced the basic concepts of Machine Learning and how the training of an ML model works, using a simple but practical algorithm. Next, we want to take a closer look at the different types of Machine Learning.

14 May 2019

BGL symposium 2019 - lecture 'AI and Magic'

“Any sufficiently advanced technology is indistinguishable from magic.” – Arthur C. Clarke JAX 2019 is barely over, but Christoph is already on the podium for the next talk. At the symposium of the BLG (Federal Association of Industrial Photographic Laboratories), his lecture will cover “AI and Magic – How does Artificial Intelligence work?

29 Apr 2019

Jax 2019 - How do Neural Networks work?

JAX 2019 is approaching and once again Christoph is contributing two sessions. This year he’s focussing on Neural Networks and explains how to use TensorFlow-Training while working with JVM.

25 Apr 2019

The basics of Machine Learning

After shedding some light onto Symbolic AI in the previous article, we’re now moving on to take a closer look at Machine Learning (ML). When it comes to Symbolic AI, breaking down a problem as minutely as possible is key for successfully solving it.

08 Apr 2019

Methods of symbolic AI

In the previous article we added two distinctions to our initial definition of AI: On the one hand we distinguish between strong and weak AI (Terminator & Science Fiction vs. the scientific status quo). Also we pointed out the difference between symbolic AI and Machine Learning.

21 Mar 2019

Symbolic AI, Neural Networks and Deep Learning

Artificial Intelligence (AI) is as old as computer science itself. Calculations, logical deductions, complex assignments… all this was once restricted to humans, until computers came forth.

07 Mar 2019

What is AI?

From household help to doomsday scenario - there’s hardly a topic where public perception, state of research and reality seem so incongruent as with artificial intelligence. Reason enough to shed some light onto this subject with a series of articles.

06 Aug 2018

DL4J Workshop at the ML Summit in Berlin

On October 1st and 2nd the first ML Summit takes place in Berlin. In 12 workshops in three parallel tracks, experts impart practical knowledge on the topics Applications for Business, Machine Learning Basics & Tools and Specialized Topics.

23 Apr 2018

Jax 2018 in Mainz

Christoph will give two talks about Java and Machine Learning at JAX 2018

29 Jan 2018

Enterprise TensorFlow - Executing a TensorFlow Session in Java

A TensorFlow Session can be executed in Java in the same way as in Python. This post shows how.