Search results for "Artificial Intelligence"

Showing 34-44 of 92 results

Designing for Interactive Environments and Smart Spaces

Designing past mobile or desktop interaction boundaries and into the physical world opens up possibilities to create immersive environmental experiences.

18 minute readContinue Reading
Jamie Teresuk

Jamie Teresuk

How Top Companies Use Machine Learning

How do top organizations use machine learning? Sib Mahapatra, Editor of Toptal Insights, shares case studies demonstrating how machine learning is deployed today to help companies of all sizes create value, cut costs and drive ROI.

6 minute readContinue Reading
Sib Mahapatra

Sib Mahapatra

Exploring the History of Business Intelligence

Business intelligence has been evolving for 150 years. BI history provides a fascinating look at how the adoption of computers played a critical role in the usage of BI tools and how mathematics became cool again in the 21st century.

12 minute readContinue Reading
Paulo Limp

Paulo Limp

A Kanban Overview: From 1950s Factory Floor to Today’s Remote Teams

From auto manufacturing in the 1950s to the modern digital workplace, Kanban’s historical development holds valuable lessons for today’s distributed project teams.

6 minute readContinue Reading
Olamide Olanipekun

Olamide Olanipekun

Exploring Supervised Machine Learning Algorithms

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.

24 minute readContinue Reading
Vlad Miller

Vlad Miller

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Bridgewater's Ray Dalio: Quiet Pioneer of Big Data, Machine Learning, and Fintech

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.

15 minute readContinue Reading
Orinola Gbadebo-Smith

Orinola Gbadebo-Smith

Genetic Algorithms: Search and Optimization by Natural Selection

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.

9 minute readContinue Reading
Eugene Ossipov

Eugene Ossipov

Commercial Drones Are Revolutionizing Business Operations

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.

15 minute readContinue Reading
Francesco Castellano

Francesco Castellano

From Solving Equations to Deep Learning: A TensorFlow Python Tutorial

TensorFlow makes implementing deep learning on a production scale a breeze. However, understanding its core mechanisms and how dataflow graphs work is an essential step in leveraging the tool’s power.

In this article, Toptal Freelance Software Engineer Oliver Holloway demonstrates how TensorFlow works by first solving a general numerical problem and then a deep learning problem.

10 minute readContinue Reading
Oliver Holloway

Oliver Holloway

The Designer's Edge – An Overview of Photoshop Plugins

Photoshop plugins increase functionality and efficiency. But there’s a problem. With so many options, it’s hard to know which are worthwhile. So, we’ve curated the finest Photoshop plugins available.

7 minute readContinue Reading
Micah Bowers

Micah Bowers

Mission Driven Development

Growing organizations often find that Scrum is no longer enough but switching to SAFe is too complicated. Mission Driven Development utilizes the 6-week cycle and offers a lightweight approach to scaling Agile.

13 minute readContinue Reading
Alvaro Villena

Alvaro Villena

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