Expert augmented reinforcement learning – agents of Montezuma’s Revenge

Reinforcement learning is gaining notice as a way to train neural networks to solve open problems that require a flexible, creative approach. As a huge amount of computing power and time are required to train reinforcement learning agent, it is no surprise that researchers are looking for ways to shorten the process. Expert augmented learning […]

Museum Treasures – AI at the National Museum in Warsaw

Object recognition is common for street and satellite photos, diagram analysis and text recognition. After the DS team, including several deepsense.ai data scientists, took first place in the National Museum in Warsaw’s HackArt hackathon, designing a “Museum Treasures” game, the technique may soon be used to popularize art and culture, too. In May 2018, the […]

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

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

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

How machine learning improves business efficiency – five practical examples

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

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 […]

Three reasons why data analyst makes perfect data scientist

Three reasons why data analysts make the perfect data scientists

Adding programming skills to the data analyst’s skill set can go a long way to making the perfect data scientist.

Building a Matrix with reinforcement learning and artificial imagination

Building a Matrix with reinforcement learning and artificial imagination

Child’s mind is able to create fantastic worlds in seconds. So what would happen if robots had an artificial imagination?

Online course vs. instructor-led training – how to develop your team’s new skills?

Online course vs. instructor-led training – how to develop your team’s new skills?

Advantages of online courses are tempting to send your team to any of the popular e-learning platforms to pick up the new skills they need. An important question, then, is are online courses superior to instructor-led training?

When predictive analytics in football fall short - an example

When predictive analytics in football fall short (an example)

German team – the one Goldman Sachs picked with predictive analytics as the probable world champ – failed to get out of its group for the first time in 80 years.

What is reinforcement learning? The complete guide

What is reinforcement learning? The complete guide

Although machine learning is seen as a monolith, this cutting-edge technology is diversified, with various sub-types including machine learning, deep learning, and the state-of-the-art technology of deep reinforcement learning.