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.
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.
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).
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.
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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.
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.
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?
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.
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.
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.
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