Search results for "Artificial Intelligence"

While machine learning sounds highly technical, an introduction to the statistical methods involved quickly brings it within reach. In this article, Toptal Freelance Software Engineer Vladyslav Millier explores basic supervised machine learning algorithms and scikit-learn, using them to predict survival rates for Titanic passengers.

Ray Dalio is an investing legend whose success is most often attributed to investment acumen. This article argues that it was equally due to his foresight as an early but quiet adopter of computational systems, big data techniques, and artificial intelligence that resulted in his outstanding success. Bridgewater was one of the world’s earliest fintech companies.

Many problems have optimal algorithms developed for them, while many others require us to randomly guess until we get a good answer. Even an optimal solution becomes slow and complex at a certain scale, at which point we can turn to natural processes to see how they reach acceptable results.

In this article, Toptal Freelance Software Engineer Eugene Ossipov walks us through the basics of creating a Genetic Algorithm and gives us the knowledge to delve deeper into solving any problems using this approach.

When most hear “drone,” they think expensive military aircrafts or small consumer toys. However, the future of drones will actually be shaped by practical commercial applications, due to their ability to drive efficiency and data analytics.

This article defines drones and their total addressable market and highlights how their capabilities can be leveraged in commercial business operations. It also includes investment trends and predictions for the future of the industry.

The keys to future growth, innovation, and safety will require access to the exact skills needed at the exact right time.

The recent resurgence in Artificial Intelligence has been powered in no small part by a new trend in machine learning, known as “Deep Learning”. In this article, I’ll introduce you to the key concepts and algorithms behind Deep Learning, beginning with the simplest building block.

The internet is a primary source of information, entertainment, and communication. Yet, for people with disabilities, there are barriers that make it inaccessible, as many websites don’t consider their needs.

In this dashboard design case study, Toptal UI expert Fellype Silva describes how he built a user interface that improved the image recognition capabilities of automated AI systems.

Top HR leaders at Walmart, Xerox, Hewlett Packard Enterprise, and Synchrony tell Toptal about the innovative steps they’re taking to attract, nurture, and grow top talent.

Clustering algorithms are very important to unsupervised learning and are key elements of machine learning in general. These algorithms give meaning to data that are not labelled and help find structure in chaos. But not all clustering algorithms are created equal; each has its own pros and cons.

In this article, Toptal Freelance Software Engineer Lovro Iliassich explores a heap of clustering algorithms, from the well known K-Means algorithm to the elegant, state-of-the-art Affinity Propagation technique.

Every year, popular UX design trends emerge and become popular because they provide better user experiences. This retrospective explores some of the most interesting and effective ones from 2019.