Toptal Blog

Major economic forces are shaping the Future of Work. Toptal sits down with executives from Seattle to hear their perspective on topics impacting companies across the US, including the talent gap and the looming threat of disruptive innovation.

Convertible notes have become an increasingly popular and common method for raising capital by startups, but how well do founders truly understand the implications of going down this route?

In this article, Toptal Management Consultant Jeffrey Briggs outlines the basics of convertible note structures, and runs through the pros and cons of using them to raise money for new entrepreneurial ventures.

AI has become an over-hyped buzzword and the design world is no exception. Instead of resisting it, designers will soon be co-creating with AI. It will make them smarter. (Includes infographic)

Crystal is an up and coming programming language that should appeal to Ruby veterans in demand for more performance and flexibility. It may even be the most promising programming language of 2018.

In this tutorial, Toptal Ruby Developer Eqbal Quran demonstrates how you can harness Crystal’s potential to create your own blockchain and cryptocurrency.

Machine learning and artificial intelligence are popular topics, vast domains with multiple paradigms to solve any given challenge.

In this article, Toptal Machine Learning Expert Adam Stelmaszczyk walks us through implementing deep Q-learning, a fundamental algorithm in the AI/ML world, with modern libraries such as TensorFlow, TensorBoard, Keras, and OpenAI Gym.

The ultimate aim of icon design is to enhance the user experience. But what does that look like and how can UI designers ensure that the icons they make will be easily understood?

Microsoft and Google have worked together since Angular 2, rendering ASP.NET Web Forms and MVC Razor obsolete. Nevertheless, while ASP.NET’s front-end tools may be lacking, it is still a great back-end framework.

In this article, Toptal Freelance Angular Developer Pablo Albella teaches us how to create the best architecture for both these worlds.

Traditional approaches to valuing real estate can lean towards the qualitative side, relying more on intuition over sound rationale. Linear regression analysis, however, can offer a robust model for using past transactions in an area, to provide better guidance on property valuations.

Finding inspiration for design projects is one thing. Organizing it into a cohesive base for creating a design that wows clients and users is an entirely different beast. The solution? Mood boards.