Let’s talk today about machine learning in finance. Fraud detection, High-Frequency Trading, risk management, investment management–this list goes on and on. What these disciplines have in common? All of them are finance-related, and all...
A business intelligence analyst plays a crucial role in the business decision-making process. Thanks to their assistance, a company can benefit from big data it possesses and, through that, develop rapidly. But what does a business...
Machine learning is undoubtedly sophisticated and advanced technology. For someone who isn’t a data scientist, machine learning specialist, or has nothing to do with artificial intelligence, it may even sound like witchcraft. However,...
As you know from our previous article, the entire idea behind machine learning is to go from data to insight. No matter what type or kind of project you plan to conduct, you always need datasets for machine learning projects. Your...
Classification is one of the most common tasks in machine learning. It covers a wide variety of business needs from predicting player’s churn in mobile gaming to fraud detection in banking. Although each problem demands a specific...
The entire idea behind machine learning (ML) is to go from data to insight. From a given problem (by large business one) to an adequate solution. The machine learning algorithms help in predicting future trends, changes, and...
Do you still remember one of our recent articles, where we talked about image processing and computer vision? If not, we encourage you to read it first. As it turns out, these disciplines can be beneficial not only to the motor industry...
Data visualization is one of the must-haves of the big data and business intelligence world. This is a crucial element of data analytics because it provides an intelligible way to see and understand trends and patterns in data. And, as...
What is the difference between image processing and computer vision? Both these disciplines pertain to images. And that is the only common denominator. Computer vision and image processing are two completely different tools used for...
Radiology, magnetic resonance imaging, echocardiography, tomography–these are just a few examples of medicine fields where imaging is absolutely essential. Modern medicine simply couldn’t exist without images. But medical imaging is far...
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