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Our products are used to:

_reduce the uncertainty of Machine Learning models,

_prioritize enterprise data efforts,

_support experts in the ML loop,

_improve the quality of ML models, especially in multi-class settings with complex ontologies,

_reduce data footprint and compactify ML models so as to be used by the Internet of Things applications,

_improve gaming experience via more challenging and realistic AI in games,

_create intelligent advisory systems from pre-compiled building blocks.

Cybersecurity with LITL: Unsupervised learning on unlabeled data? Why bother?

Data is not the problem, yet when you want to make use of it, labels prove to be one. How can AI help? Does implementing active learning can support cybersecurity operations? What does LITL stand for?
QED Software

Can AI be easy as ABC?

Do you remember the infamous question “so what do your parents do at work?” If someone were to ask your children what their parents do...
QED Software

IEEE BigData 2021 Cup: Predicting Victories in Video Games Competition

Imagine the game in which all players are very good, very close to winning, and time is nearly out. In a few seconds we will know the winner....
QED Software

How the AI in Tactical Troops: Anthracite Shift handled teleportation mechanic

Tactical Troops: Anthracite Shift is a top-down, turn-based game that mixes tactical skills and the excitement of 80’s sci-fi movies....
QED Software

Solving real-life problems using ML

In the past semester, QED Software engaged in educational cooperation with Warsaw University of Technology. Students of the Faculty of Mathematics...
QED Software

2020 overview by QED Software Team

The past year was unusual for many reasons. What are the most innovative achievements in the area of AI, ML and Big Data of 2020? What will 2021...
QED Software

QED Software on IEEE BigData 2020

This year IEEE BigData 2020 taking place on-line from Atlanta (USA). Virtually, but organized with the same commitment, the conference will take...
QED Software


Knowledge Pit (2013) is the only platform for organizing competitions in the field of data science in Poland. Nowadays, it has nearly 2000...
QED Software


The current fascination with artificial intelligence is not something new. During the 60 years that have elapsed since the creation of the first...
QED Software

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