Please note:
On this site, there is only displayed the English speaking sessions of the OOP 2021 Digital. You can find all conference sessions, including the German speaking ones, here.
80% of machine learning is said to be data wrangling. Is all this wasted effort? Hardly - often the journey really is its own reward.
In this talk, we'll briefly describe a machine learning project that predicts the outcome of test cases in a large-scale software development cycle. We'll then show what we gained from collecting the necessary data and how these insights can have lasting impact on the day-to-day work of developers, testers and architects. This includes a quick answer to the…
The Test Pyramid is an efficient and effective approach for Software Testing but does not come with any details about concrete test methods or fixtures.
In my talk I will show you how to combine the principles of the Test Pyramid and the C4 Model for Software Architecture to elaborate a specific test strategy for your software product in a simple manner.
Target Audience: Architects, Developers, QA Engineers
Prerequisites: Basic knowledge in Software Architecture and QA Engineering
Level:…
What would your first thought be when you are told there is no testing or quality structure in a team? How would you inspire a team to follow vital processes to thoroughly test a data science model?
I would like to share my knowledge about testing a model in a data science team.
Data science is a very interesting area to explore. It presents testing challenges that are quite different from “traditional” software applications. I will share my journey introducing testing activities to help build…
Raiffeisen Bank International (RBI) started in 2017 with “Group Digital Solutions” a journey in order not to oversleep the digitization of the banking industry.
Due to new approaches such as DevSecOps & Continuous Testing, the topic of software tests, whether manual or automated, had to be completely redesigned and implemented.
This talk gives insights into the test strategy & the fullstack test automation architecture that were used.
Target audience: testers, developers, architects, managers
…
Autonomous and automated systems are increasingly being used in IT such as finance, but also transport, medical surgery and industry automation. Yet, the distrust in their reliability is growing. This presentation introduces the validation of autonomous systems. We evaluate in practical situations such as automatic driving and autonomous robots different validation methods. The conclusion: Classic methods are relevant for coverage in defined situations but must be supplemented with cognitive…