By Ágoston Török, Director Data Science, AGT International According to its definition, a design pattern is a reusable solution to a commonly occurring problem. In software engineering, the concept dates back to 1987 when Beck and Cunningham started to apply it to programming. By the 2000s, design…
As newer technologies evolve, differentiating one from another becomes challenging. The difficulty increases when it appears that the technologies perform similar functions. Even the technical language can add to the confusion. However, organizations need at least a high-level understanding of a technical…
By Venkatesh Wadawadagi, Sahaj Software Solutions Different approaches have been employed to solve the growing need for accurate object detection models. More recently, with the popularization of the convolutional neural networks (CNN) and GPU-accelerated deep-learning frameworks, object- detection algorithms started being developed from…
What’s machine learning as a service or MLaaS? Machine learning as a service (MLaaS) refers to a number of services that offer machine learning tools as a part of cloud computing services. The main benefit of this solution is that customers can get…
The uptick in Twitter user activity during the recent lockdown made it seem like a good place to start looking for a quarantine project to increase my competency with machine learning. Specifically, as misinformation and baffling conspiracies took hold of the U.S.’s online population, trying to come…
Companies across industries are exploring and implementing artificial intelligence (AI) projects, from big data to robotics, to automate business processes, improve customer experience, and innovate product development. According to McKinsey, “embracing AI promises considerable benefits for businesses and economies through its contributions to productivity and…
Variants of artificial intelligence (AI), such as predictive modeling, statistical learning, and machine learning (ML), can create new value for organizations. AI can also cause costly reputational damage, get your organization slapped with a lawsuit, and run afoul of local, federal, or…
The last few years have been auspicious for artificial intelligence. Once the preserve of Silicon Valley’s tech giants, AI has emerged as a tool that businesses small and large have become keen to harness for disparate use-cases in domains ranging from cybersecurity…
Over the past year, our reliance on technology to help us keep in touch, stay safe, work, shop, and more has hugely accelerated our use of data. Time and again, we’ve seen organizations use this vital resource to make informed decisions, often…
For years, artificial intelligence and machine learning have been utilized in the mental health realm to help us regulate our emotions. In an article titled, “How Technology Can Enhance Behavioral Healthcare Design and Care,” the author effectively explains this trend: “Part personal…
