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Supervised learning is the key to computer vision and deep learning. However, what happens when you don’t have access to large, human-labeled datasets?

In this article, Toptal Computer Vision Developer Urwa Muaz demonstrates the potential of semi-supervised image classification using unlabeled datasets.

Entrepreneurs have been hardcoded to aim at billion-dollar sized markets with their solutions. However, such lucrative markets will appeal to many others and thus, are hard to succeed in. Going after smaller market sizes may be the more logical path to success.

Chatbots have unique abilities that humans don’t. When we regard them as tools, they provide business opportunities humans can’t. Unfortunately, when it comes to chatbot terminology, confusion reigns.

Inspired by stale-while-revalidate cache control logic, modern sites implement stale-while-refresh logic on the UI side. Thankfully, React Hooks make this logic painlessly reusable across components.

The EU economy is worth $15.5 trillion, 24 million companies operate within it, and there are 300 million online shoppers. Is this a market you should be in? If so, how do you serve the EU market while balancing customer service, cost, and complexity?

Using the inclusive design process helps designers consider a broad cross-section of human perspectives, abilities, and backgrounds to create products that make everyone feel included.

Writing multiple native applications for different mobile platforms can be a daunting task, but taking a non-native approach comes with pitfalls of its own.

In this article, Toptal Mobile Developer Joel Frank outlines the concept of Write Once, Deploy Everywhere (WODE) and explains how to choose the right development path for your project.

A market entry strategy is vital to any product. What might seem like an overnight success takes months and years of planning and hard work. Here’s how to tackle the challenges of entering a new market.

Looking to make your financial models more effective with better data visualization? Design principles can be effective tools in corporate decision-making.

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.

The main artifact of all your work is most likely plain text files. So why don’t you use Notepad to create them? Find out how the Language Server Protocol can transform text editors into code editors, without coupling.