Search results for "Artificial Intelligence"

Showing 34-44 of 101 results

Python Machine Learning Prediction With a Flask REST API

Employing Python to make machine learning predictions can be a daunting task, especially if your goal is to create a real-time solution. However, Tensorflow and Scikit-Learn can significantly speed up implementation.

In this article, Toptal Python Developer Guillaume Ferry outlines a simple architecture that should help you progress from a basic proof of concept to a minimal viable product without much hassle.

7 minute readContinue Reading
Guillaume Ferry

Guillaume Ferry

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

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

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

6 minute readContinue Reading
Olamide Olanipekun

Olamide Olanipekun

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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

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

The Widening Impact of the Motion Design Industry

What does the motion design industry encompass, how does motion design impact business, and what problems are motion designers uniquely equipped to solve?

< 5 minute readContinue Reading
Micah Bowers

Micah Bowers

4 Bold Predictions About the Metaverse and Business

The so-called “future of the internet” isn’t here yet, but it’s coming soon. Here’s how to start preparing your company for impending metaverse growth.

9 minute readContinue Reading
Laurence Brothers

Laurence Brothers

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