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AI

Artificial intelligence is appearing in more and more applications. We create such solutions every day, so we understand how to effectively and wisely implement AI in web applications. We write about related trends and good practices.

17 Mar 2022 15 min to read

Artificial Intelligence in Business – Examples of Real-World AI implementation in 6 Areas

Nowadays, artificial intelligence is becoming increasingly popular. The term refers to the implementation of human intelligence in machines designed to learn and emulate human behavior. These machines will perform human-like duties as they become more adept. With technologies such as AI being develo [...]
17 Nov 2021 14 min to read

U-Net for Image Segmentation – Architecure Implementation & Code Example

Image Segmentation is a process of partitioning images into sets of pixels (segments) that correspond to objects on the image. This means, that we're essentially classifying each pixel in the image as either belonging to a specific object or not (of course this object could be just background).
25 Aug 2021 19 min to read

Logistic Regression in Python – Theory and Code Example with Explanation

What is Logistic Regression? Logistic Regression is a Machine Learning algorithm used to make predictions to find the value of a dependent variable such as the condition of a tumor (malignant or benign), classification of email (spam or not spam), or admission into a university (admitted or not admi [...]
30 Jul 2021 14 min to read

Image Recognition in Python based on Machine Learning – Example & Explanation for Image Classification Model

The brain consists of neurons and weights connecting between them. Machine learning Algorithms follow the same design of brain structure as it has neurons in the so-called layer and weights connecting between them that are updated according to a specific loss function. Different neural networks mimi [...]
14 Nov 2019 7 min to read

Automated Valuation Model (AVM) – Examples of Uses of Big Data Software in Real Estate

The real estate industry is one of the oldest and most prominent ones still on the market, but it’s also one of those most open to technological innovations. It’s hard not to notice why that is the case - real estate agents are tasked with predicting pricing and various other market trends invol [...]
16 Oct 2019 8 min to read

Why is Python so popular in machine learning and AI?

Could you imagine a world with self-driving cars or phones that can tell you out loud what the weather will be like tomorrow? Where software applications learn by themselves without being programmed by a human? Oh, wait, this is already happening – all thanks to machine learning. 
13 Sep 2019 10 min to read

Artificial Intelligence vs Human Intelligence – Will AI Ever Replace Human Creativity?

Though the visions sci-fi authors presented us with have yet to really come to fruition, there’s no denying one simple fact: AI is here, and it’s making a change. With more and more AI algorithms surfacing and revolutionizing the way we approach projects, there is one question that keeps popping [...]
4 Sep 2019 12 min to read

AI in Real Estate – Will Artificial Intelligence Replace Agents?

It should be surprising that considering the current investments in PropTech, real estate has been slow to adopt innovation. But this phenomenon is changing, and the potential of AI in real estate is gradually being recognized. And how it’s changing? You’ll find out in sections: The grow [...]