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Toptal designer Michael Abehsera explores how teams can apply the principles of design thinking to generate innovative ideas.

How do top organizations use machine learning? Sib Mahapatra, Editor of Toptal Insights, shares case studies demonstrating how machine learning is deployed today to help companies of all sizes create value, cut costs and drive ROI.

Innovation can be challenging for established organizations. Sid Pinney, Enterprise Sales Executive at Toptal, suggests that augmenting in-house innovation staff with agile talent can create effective teams with the best traits of both worlds.

Through its acquisition of Whole Foods, Amazon is not only likely to disrupt the grocery shopping experience but is perhaps embarking on a grander push that could change the entire retail landscape, leaving Walmart on the back foot.

Dropwizard allows developers to quickly bootstrap their projects and package applications as easily deployable standalone services. It also happens to be relatively simple to use and implement.

In this tutorial, Toptal Freelance Software Engineer Dusan Simonovic will introduce you to Dropwizard and demonstrate how you can use this powerful framework to create RESTful web services with ease.

Docker itself has been around for years and is composed of many inter-operating pieces. One of them is Docker Swarm, which allows you to declare your applications as stacks of services and let Docker handle the rest.

In this article, Toptal Freelance Software Engineer Leah Sapan explains how to use Docker Swarm to deploy your own self-managing stack, followed by a quick example.

Build a bot that analyzes the sentiment of incoming email messages using Recursive Neural Tensor Networks from the Stanford NLP library.

Spring Batch is a lightweight, comprehensive framework designed to facilitate the development of robust batch applications. It’s easy to set up, and even easier to use.

In this article, Toptal Freelance Software Engineer Alexey Saenko explains the programming model and the domain language of batch applications, using detailed code examples that should help any developer looking to get a head start in Spring Batch.

Learn how the University of Colorado uses sophisticated data aggregation, analytics and visualization to enhance the experience of 33,000 students and faculty at CU Boulder.

Knowledge of CSS is a fundamental skill in the web development space. However, implementing certain web design patterns with just CSS can be a frustrating task, and often requires an in-depth understanding of it.

In this article, Toptal Freelance Web Developer Rico Mossesgeld shares several CSS tips and tricks that take advantage of lesser-known CSS features to solve real layout and design problems.

Framer, the most powerful interactive prototyping tool, just became even more powerful with their latest release. In this tutorial, you will learn how to create prototypes in Framer the same way Uber, Dropbox, and Google do.