Learning Haskell doesn’t have to be hard. — Among major programming languages, there are probably none that feel scarier for beginners than Haskell. And some years ago, it was so for a reason. I first attempted to learn Haskell in 2017 and failed miserably. There were several causes: me not being very experienced with programming, a lack of…

Can machine learning models explain their decisions? — When we’re talking about artificial intelligence problems, trust is often the first thing that comes to mind. AI today is used in many fields, including those that have direct impact on human lives, such as healthcare and justice. To be able to trust machine decisions in these fields, we need…

How you can use machine learning to detect outliers — Anomaly detection is one of the most common use cases of machine learning. Finding and identifying outliers helps to prevent fraud, adversary attacks, and network intrusions that can compromise your company’s future. In this post, we will talk about how anomaly detection works, what machine learning techniques you can use…

Largest tech companies are developing AI that can learn on its own — Self-supervised learning (SSL) is often called ‘the future of artificial intelligence’. Google and Facebook use this machine learning technique to come up with new benchmarks in the areas of natural language processing and computer vision. But what makes self-supervised learning special? Read this post to find out how self-supervised learning…

The article that will answer all your questions — The world today is heavily dependent on data. The amount of data that we produce grows exponentially every year. At least 2.5 quintillion bytes of data.) are produced every day ― in case you didn’t know, that’s a number followed by 18 zeros! Inside this data, we can find important…

Polynomial regression is one of the machine learning algorithms used for making predictions. For example, polynomial regression is widely applied to predict the spread rate of COVID-19 and other infectious diseases. If you would like to learn more about what polynomial regression analysis is…

Learn how no-code can help you develop machine learning models — Artificial intelligence and machine learning today allow us to reduce the time demanded for solving a certain problem from months and years to minutes. For example, it took your grandma years of practice to learn the right temperature for growing her zucchinis. If she…

How to do computer vision like a pro — Convolutional neural networks are very important in machine learning. If you want to do computer vision or image recognition tasks, you simply can’t go without them. But it can be hard to understand how they work. In this post, we will talk about the mechanisms behind convolutional neural networks, their…

Everything you need to know to get started with AI ethics — Artificial intelligence ethics is something everyone’s talking about now. Self-driving cars, face recognition and critical assessment systems are all cutting-edge solutions that raise a lot of ethical considerations. In this post, we are going to talk about the common problems that AI of today faces and how AI ethicists try…