Toptal Blog

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.

Conventional wisdom says you need a team to found a startup. But what if you prefer to do it alone or can’t find the right co-founders? Contrary to popular belief, there are many successful solo ventures. This guide shows you how to get started.

Many businesses use SharePoint but use it poorly. Restructuring and re-education are the keys to getting the most out of SharePoint. In this article, Toptal Freelance SharePoint Developer Anthony Lucidi explores how features like metadata tags, SharePoint workflows, and PowerApps can make a world of difference.

How does Figma improve the design process and outperform Sketch and other design tools when it comes to designer collaboration? Learn the big differences that every designer should know.

In product design, the jobs-to-be-done framework is a well-known approach that is designed to deconstruct the “job” a customer is trying to get done.

In the life of almost any growing enterprise, there comes a point in time when the existing systems and processes become insufficient. For most enterprises at this key inflection point, implementing enterprise resource planning (ERP) software, which integrates all areas of the business, can help to overcome this issue. This article provides enterprise leaders with the benefits and risks of ERP, as well as a detailed step-by-step implementation guide.

Academia and the tech sector are in a war for top technical talent. As well-funded tech companies continue to poach professors and graduate students, each sector faces crucial questions that may dictate their future relationship and long-term success. This article explores strategies that Bellevue College has employed to attract and retain top technical faculty.

LTV:CAC analysis is one of the most important exercises startup founders must go through to evaluate their business’ prospects and raise external funding. It is, however, frequently misunderstood and misinterpreted.

In this article, Toptal Management Consultant Ryan Downie runs through a practical tutorial of how to perform LTV:CAC analysis correctly, and how it should be adapted and interpreted depending on the business model or sector in question.

Virtual reality is no longer in the realm of science fiction. Immersive technology desperately needs skilled designers to jump in, get involved, take risks, and create something new. Leap into VR/AR!