SoftwareentwicklerInnen, SoftwarearchitektInnen und alle, die ihre Softwaresysteme datengetrieben analysieren und verbessern möchten. Grundkenntnisse in einer Programmiersprache (Variablen, Methoden, Schleifen, Zuweisungen usw.) werden vorausgesetzt. Die meisten Beispiele sind in Java und Python, aber auch Werkzeuge für andere Sprachen werden erwähnt.
In this workshop, we use software analytics to analyze and improve software systems and their environments. We don’t stop at uncovering weaknesses but also turn our insights into actionable solutions.
You’ll learn the potential and limits of using data science and AI methods for analyzing large software systems. We explore systems and processes through the data they consist of to better understand them and identify opportunities for improvement. Finally, you’ll derive architectural rules and code transformations from your analyses and apply them in an automated way to improve systems also on the code level.
To accomplish all of this, we use open-source tools such as Python, pandas, Neo4j, and OpenRewrite, which are supported by active communities that provide resources and knowledge so you can continue to use your new skills after the training in your own environment.

Senior Consultant at INNOQ
Main Skills
Software Analytics, software modernization, initiator cards42

This practical guide shows you how software systems that have grown over many years can be effectively analyzed and evaluated.



You can also book this training as an in-house training course exclusively for your team. Please use the enquiry form for more details.
Enquire nowFor most training sessions, we limit the maximum number of participants to 12 per instructor. This allows us to ensure that you receive the best possible guidance.
Of course, we’ll take care of your meals during our in-person training sessions. We usually provide snacks twice a day and lunch. Drinks are also available.
You can find all the information about your training in our socreatory Navigator. Here, in addition to useful links and information, you’ll find the specific location of the training for in-person sessions and the link to the video call for online sessions.
If you have attended at least 75% of the sessions, you will receive a certificate of attendance from us. You can download it from our socreatory Navigator a few days after the training.
Beyond the expertise of our trainers and our wide range of training courses, we offer even more compelling reasons to train with us.
All the benefits at your fingertips – download our program overview!
We offer you the most comprehensive training program for software architecture in the German-speaking region – accredited and certified by iSAQB®.
Our experienced trainers are renowned experts in the industry and have co-developed 80 percent of the module curricula, both in terms of content and teaching methodology.
We are committed to providing interactive and engaging learning experiences, ensuring all participants can directly apply what they've learned.
The total price is reduced for as few as two participants from your company. Furthermore, you benefit from early bird pricing and enhanced planning certainty.
Unlock your team's potential with our specialized software architecture courses. We offer a variety of options, from in-depth iSAQB® training to customized workshops tailored precisely to your company's needs. Discover how these training programs can enhance your team's skills, and take advantage of attractive group and package discounts to maximize the value of your investment.
