Search results for "Artificial Intelligence"

Showing 56-66 of 85 results
Toptal InsightsIcon ChevronInnovation

How Autonomous Driving Created A Talent War

by Sib Mahapatra

As vehicular autonomy draws closer to reality, automotive players are locked in a high-stakes competition for top talent―and artificial intelligence isn’t the only skill in demand.

6 minute readContinue Reading
EngineeringIcon ChevronData Science and Databases

Machine Learning Number Recognition - From Zero to Application

by Teimur Gasanov

Harnessing the potential of machine learning for computer vision is not a new concept but recent advances and the availability of new tools and datasets have made it more accessible to developers. In this article, Toptal Software Developer Teimur Gasanov demonstrates how you can create an app capable of identifying handwritten digits in under 30 minutes, including the API and UI.

10 minute readContinue Reading
DesignIcon ChevronUX Design

Prominent E-commerce Trends and Their Influence on Design (with Infographic)

by Miklos Philips

Many exciting trends in e-commerce are on the horizon, from AI and AR to chatbots and voice ordering. The future of e-commerce will be shaped by trailblazing tech and savvy UX design (with infographic).

< 5 minute readContinue Reading
EngineeringIcon ChevronData Science and Databases

A Deep Learning Tutorial: From Perceptrons to Deep Networks

by Ivan Vasilev

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.

21 minute readContinue Reading
DesignIcon ChevronBrand Design

UX and the Importance of Web Accessibility

by Laura Geley

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.

9 minute readContinue Reading
Toptal InsightsIcon ChevronInnovation

The Shadow Pandemic: Ransomware’s Present and Future Dangers for Corporations

by Peter Matuszak

The fight against ransomware can’t be left to government or law enforcement agencies alone. Corporate leaders must pitch in—to protect their own companies and the global economy.

11 minute readContinue Reading
DesignIcon ChevronUI Design

Helping AI See Clearly: A Dashboard Design Case Study

by Fellype Silva

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.

10 minute readContinue Reading
FinanceIcon ChevronRevenue and Growth

EdTech Industry Analysis & Trends (2020)

by Steven Southwick

Education has rapidly evolved away from the red-brick schoolhouse model. About $7.0 billion was invested globally by VC funds into the edtech market in 2019. This is expected to grow 3x over the next decade. Where is the money going? What characteristics do new competitors need to be sustainable?

7 minute readContinue Reading
EngineeringIcon ChevronData Science and Databases

The Many Applications of Gradient Descent in TensorFlow

by Alan Reiner

TensorFlow is one of the leading tools for training deep learning models. Outside that space, it may seem intimidating and unnecessary, but it has many creative uses—like producing highly effective adversarial input for black-box AI systems.

18 minute readContinue Reading
Toptal InsightsIcon ChevronFuture of Work

Navigating the Next Normal: Fortune 500 Executives on the Future of Talent

by Sunny Gold

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.

7 minute readContinue Reading
FinanceIcon ChevronFinance Processes

The Impending Commercial Robot Revolution

by Francesco Castellano

The field of robotics has seen incredible strides forward in recent years. As a result of improvements in computer vision, dexterity and also overall economics, use of robots has increased in a variety of different fields. However, most of the growth in robotics so far has happened in industrial applications, and thus hidden from the view of the general public. But is this about to change? In this article, Toptal Finance Expert Francesco Castellano focuses on the commercial robotics market. Thanks to recent breakthroughs in the fields of AI, mechatronics, sensors, and batteries, service and commercial robots are likely to see tremendous growth and adoption, likely heralding a new robotics revolution that could transform our daily lives in countless ways.

13 minute readContinue Reading

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