Increasing the Accuracy of the Machine Learning Model in the CarLens Mobile App

Anna-Mariia Shkarlinska

Apr 12, 2019 | 15 min read

25,000 analyzed photos, 10 more weeks, 6 new Machine Learning models, and even more hard work of development teams, topped with AR engines and Machine Learning technology. That's our recipe for improving our Machine Learning model! Welcome to the second part of our journey with CarLens, where we are going through all the methods that we used for improving our Machine Learning model. How did the model’s performance change? Read on to see our results with detailed charts. In case you missed the first one, make sure you read this article too.

What Kaggle Means for the Machine Learning Community

Robert Kostrzewski

Apr 9, 2019 | 5 min read

Machine Learning

Have you ever wondered what steps you should take first to dive deep into the Machine Learning world? You can consider various scenarios – including academia classes, online tutorials, and reading books. All of these approaches have their special benefits and may help you become an AI Engineer. On the other hand, it is often said that the learning process is at its best when done hands-on.

The Negative Effects of Technology and How to Fight Them With Machine Learning

Mateusz Hapon

Apr 2, 2019 | 5 min read

Machine Learning culture

I have recently stumbled upon an article reporting that Facebook is using Artificial Intelligence to fight “revenge porn” - a phenomenon of sharing intimate photos on social networks without people’s permission. This is one of the downsides of the development of new technologies and social networks. This great TED talk from one of the victims explains why it is a serious problem that needs strong measures.

Machine Learning Automation – What Kind of Tasks Can Be Improved and Automated in the Near Future

Mateusz Hapon

Mar 27, 2019 | 8 min read

Machine Learning

Machine learning brings a wide range of new possibilities to nearly all industries. A number of tasks that can be automated or improved with machine learning-based algorithms is growing day to day. Let’s dive deeper and try to establish factors that enable a specific task to be improved with ML, so we can understand better how your business and processes can leverage artificial intelligence.

Artificial Intelligence Disrupts UX and Product Design Like No Other Industry

Bartek Białek

Mar 26, 2019 | 7 min read

Product Design Machine Learning Artificial Intelligence

AI-driven UX design is one of the hottest trends for 2019. That said, product designers are not among the jobs and specializations expected to be replaced by robots soon. After all, coming up with the right product idea and executing it is a complex process that combines creativity and advanced analytics.

AI and Machine Learning in Fintech. Five Areas Which Artificial Intelligence Will Change For Good [Updated]

Timothy Clayton

Mar 18, 2019 | 15 min read

Fintech Machine Learning Artificial Intelligence

AI and machine learning have moved from the fringes to the very centre of the technology debate. But which industry has the huge datasets, along with the capital and staffing resources, to make the most of AI? As recently reported by both PwC and Gartner, it is the financial sector.

6 Most Promising Healthcare Startups that Can leverage ML in Their Processes

Grzegorz Mrukwa

Jan 14, 2019 | 5 min read

Healthcare Machine Learning

The AI-powered solutions have a massive potential in healthcare. Computers equipped with software based on convolutional neural networks are better at detecting skin cancer than experienced dermatologists, and Deep Learning beats radiologists in diagnosing pneumonia.

How to Increase Sales Using Machine Learning in Your Cross-sell and Upsell Campaigns?

Mateusz Hapon

Jan 11, 2019 | 8 min read

Machine Learning

The final success of each and every business or project comes down to selling. It has always been like this, but nowadays - when we’re able to get ahold of massive amounts of data about our customers - it is just easier to focus on building relationships with them, and then make the most of this in terms of sales.

How to Build a Product Recommendation System. Machine Learning Solutions

Michał Dyzma

Jan 10, 2019 | 10 min read

Machine Learning

Today’s web and app users demand personalized experiences. They expect the apps, news sites, social networks, and online stores they engage with to remember who they are and what they’re interested in, and make relevant, individualized, and accurate recommendations for new content and new products based on their previous activities. Any app or website that fails to deliver on these demands will quickly see its users flocking out the digital door.

Machine Learning in the Healthcare Industry

Mateusz Opala

Jan 10, 2019 | 10 min read

Healthcare Machine Learning

Artificial Intelligence (AI) can bring more benefits to healthcare than to any other industry. However, until recently the progress here has been slower than in other fields - such as finance or e-commerce. Luckily, this has changed lately. With significant investments, we can see an outburst of machine learning applications that should lead to medical revolutions in many fields.