The AI revolution is transforming the consumer world. Some developers may shy away from AI, which has traditionally been a heavily technical specialty. In this article, Toptal Freelance Salesforce Developer Fahad Munawar Khan explores how accessible to developers the AI cloud has become, even for non-Salesforce apps, with Salesforce Einstein.
Tech firms have enjoyed a deluge of funding in the last few years. Fintech is no exception. Now is the time to see which companies are here to stay and can become profitable - there will be some necessary consolidation and perhaps some high-profile failures.
Robotic Process Automation has become a top priority for many companies in the last two years. Project Managers will increasingly have to manage projects developing software used not only by humans but also by bots. This article covers the opportunities and challenges for Project Managers brought forth by Robotic Process Automation.
Competitive strategy frameworks are widely known and mainstays of university curricula, despite being almost 40 years old. We often hear the stories of Walmart and Southwest Airlines, but what modern examples are there? In this article we use Michael Porter’s activity positioning framework to show successful applications of competitive strategy from modern digital companies.
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.
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.
Business intelligence has been evolving for 150 years. The history of BI provides a fascinating look at how the adoption of computers played a critical role in the usage of BI tools and how mathematics became cool again in the 21st century.
While machine learning sounds highly technical, an introduction to the statistical methods involved quickly brings it within reach. In this article, Toptal Freelance Software Engineer Vladyslav Millier explores basic supervised machine learning algorithms and scikit-learn, using them to predict survival rates for Titanic passengers.