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How to predict the future of SARS-CoV-2 pandemic in Poland with mathematical models and machine learning?

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[wersja po polsku] In the age of the coronavirus pandemic, we are dealing with uncertainty and with a very vague vision of what will happen in the near future. Due to the fast spread of the virus and high mortality among older people, the government in Poland quite quickly decided to implement restrictive lockdowns, closing schools, kindergartens and universities, cultural places, pubs,…

Jak przewidzieć rozwój pandemii SARS-CoV-2 w Polsce przy pomocy modeli matematycznych i uczenia maszynowego?

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[english version] W dobie pandemii koronawirusa mamy do czynienia z życiem w wysokiej niepewności i z bardzo niejasną wizją tego, co stanie się w niedalekiej przyszłości. Ze względu na duże tempo rozprzestrzenianie się wirusa i wysoką śmiertelność wśród osób starszych, rząd w Polsce dość szybko podjął decyzję o restrykcyjnym lockdownie, zamykając szkoły, przedszkola i uczelnie wyższe, miejsca kultury, puby i restauracje, a…

AI Weekly #3: AI system detects coronavirus with 96% accuracy in seconds

AI Weekly
Technology

The ongoing coronavirus epidemic propelled the need to combat the spread to the highest priority, as more and more countries fell victim to the virus. Different measures were taken to halt the spread, but detecting an ill person is still posing a challenge. With a new development in AI, however, a much faster way of diagnosing the infection has been made and…

AI Weekly #2: Deep Reinforcement Learning-Machine solves the Rubik’s Cube

AI Weekly
Technology

Solving complex problems with minimal human interference has been sought after, especially in the age where a lot of work is digitalized. Companies are turning to AI and Deep Learning for managing workflow, but let’s step outside the work area for a while. In recent years, deep reinforcement learning algorithms coupled with self-play have attained superior abilities in games such as Go,…

AI Weekly #1: Reformer – the Transformer’s successor in NLP

AI Weekly
Technology

  NLP programming is constantly evolving. This is evident by the fact that just recently, Google AI released the Reformer – a new Natural Language Processing model. Reformer is based off of Transformer, and can be considered a big improvement. A little background: Google AI released Transformer back in 2017, and was already revolutionary. It was a big step towards large language…

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Jak przewidzieć rozwój pandemii SARS-CoV-2 w Polsce przy pomocy modeli matematycznych i uczenia maszynowego?

W dobie pandemii koronawirusa mamy do czynienia z życiem w wysokiej niepewności i z bardzo niejasną wizją tego, co stanie się w niedalekiej przyszłości. Ze względu na duże...

How to predict the future of SARS-CoV-2 pandemic in Poland with mathematical models and machine learning?

In the age of the coronavirus pandemic, we are dealing with uncertainty and with a very vague vision of what will happen in the near future. Due...

AI Weekly #3: AI system detects coronavirus with 96% accuracy in seconds

The ongoing coronavirus epidemic propelled the need to combat the spread to the highest priority, as more and more countries fell victim to the virus. Different measures were taken to...

AI Weekly #2: Deep Reinforcement Learning-Machine solves the Rubik’s Cube

Solving complex problems with minimal human interference has been sought after, especially in the age where a lot of work is digitalized. Companies are turning to AI and Deep Learning...

Jak przewidzieć rozwój pandemii SARS-CoV-2 w Polsce przy pomocy modeli matematycznych i uczenia maszynowego?

W dobie pandemii koronawirusa mamy do czynienia z życiem w wysokiej niepewności i z bardzo niejasną wizją tego, co stanie się w niedalekiej przyszłości. Ze względu na duże...

How to predict the future of SARS-CoV-2 pandemic in Poland with mathematical models and machine learning?

In the age of the coronavirus pandemic, we are dealing with uncertainty and with a very vague vision of what will happen in the near future. Due...

How an automotive company increased its operational efficiency with an AI-powered production scheduling tool

Our client is a multinational manufacturing company headquartered in Sweden. To help the company increase its operation efficiency and reduce costs of manual work, we created a system for automatic...

Automating document classification with 90%+ efficiency for a finance company

Our client is a leading company in the Polish debt management sector. To help our client reduce costs and increase operational efficiency, we created a solution that automated the processing...