Blog - deepsense.ai

AI Monthly digest #2 – the fakeburger, BERT for NLP and machine morality

November 8, 2018/in Data science, AI Monthly Digest /by Konrad Budek and Arkadiusz Nowaczynski

Fake images of hamburgers, the autonomous trolley problem, BERT for NLP and more stories from October, curated by deepsense.ai’s team, right here in AI Monthly Digest.

AI Monthly digest #1 – AI stock trading & Kaggle record

October 5, 2018/in Data science, Deep learning, Machine learning, AI Monthly Digest /by Konrad Budek and Arkadiusz Nowaczynski

AI-based stock trading, a record-breaking competition on Kaggle and more stories cherry-picked from all the interesting ML- and AI-related news from September.

Keras vs. PyTorch: Alien vs. Predator recognition with transfer learning

October 3, 2018/in Deep learning, Machine learning /by Piotr Migdal, Patryk Miziuła and Rafał Jakubanis

In our previous post, we gave you an overview of the differences between Keras and PyTorch, aiming to help you pick the framework that’s better suited to your needs. Now, it’s time for a trial by combat. We’re going to pit Keras and PyTorch against each other, showing their strengths and weaknesses in action. We present a real problem, a matter of life-and-death: distinguishing Aliens from Predators!

Expert augmented reinforcement learning – agents of Montezuma’s Revenge

September 21, 2018/in Reinforcement learning /by Konrad Budek

As a huge amount of computing power and time are required to train RL agent, it is no surprise that researchers are looking for ways to shorten the process.

Museum Treasures – AI at the National Museum in Warsaw

September 13, 2018/in Data science /by Agata Chęcińska

Object recognition is common for diagram analysis and text recognition. The technique may soon be used to popularize art and culture.

Wait, so loans need to be repaid? The home credit risk prediction competition on Kaggle

September 6, 2018/in Data science /by Konrad Budek

It was far and away the most popular Kaggle competition, gaining the attention of more than 8,000 data scientists globally. The team of Paweł Godula, team leader and deepsense.ai’s Director of Customer Analytics, Michał Bugaj and Aliaksandr Varashylau took fifth place and 1st on the public leaderboard.

How machine learning improves business efficiency – five practical examples

August 30, 2018/in Machine learning /by Konrad Budek

Deloitte estimates that in 2021 enterprise spending on artificial intelligence and machine learning projects will reach 57 billion dollars

Four ways to use a Kaggle competition to test artificial intelligence in business

August 24, 2018/in Data science /by Konrad Budek and Patryk Miziuła

For companies seeking ways to test AI-driven solutions in a safe environment, running a competition for data scientists is a great and affordable way to go – when it’s done properly. According to a McKinsey report, only 20% of companies consider themselves adopters of AI technology while 41% remain uncertain about the benefits that AI […]