Herwig Bachner

More about Herwig Bachner:

Unit4 Prevero – Software Architect

Herwig Bachner started his occupational carrier in 1988 as C++ Software Developer at the company Winterheller Software. For more than 25 years he was lead of the Software Development Department and responsible for the financial planning software Professional Planner. From 2011 till 2017 he worked as Software Architect for the company Prevero AG, mainly on WEB frontend technology. Since 2018 he is focused on research issues regarding Artificial Intelligence, especially Neural Networks.
Detailed BIO: https://www.herwigbachner.com/about/

Herwig Bachner will speak about:

Challenges and Opportunities on AI based forecasting in CPM Solutions using Neural Networks

13:00 - 14:00 Monday 21 September


Workshop:

During the last years, there was a hype about the opportunities of using Neural Networks in different areas and this is still going on. Where the main successes were in image recognition achieved, there were less discussions about the usage of timeseries.

For the past two years, I have been concerned with these opportunities in our Unit4 Prevero CPM solution, to support the planning and forecasting processes. In this workshop, I would like to use concrete examples to demonstrate the usage of Neural Networks in the CPM environment and also the importance of a good data quality. The examples are based on Python and Google TensorFlow and can be reproduced on own PCs during the workshop. Based on my experiences, I will also show what to look for in order to achieve good results and what pitfalls to avoid.

 

Level: Medium.

Required skills for participating in the workshop:

  • Minimal knowledge of Python data science libraries:

pandas
scikit-learn
matplotlib
tensorflow

Technical requirements:


Language of speak: Inglés