Artificial intelligence (AI) is rapidly gaining ground as core business competency. Today’s machine learning (ML) or deep learning (DL) algorithms promise to revolutionize business models and processes, restructure workforces, and transform data infrastructures to enhance process efficiency and improve decision-making throughout the enterprise. Gone are the days of data silos and manual algorithms. However, widespread […]
What Are GPUs and Why Do Data Scientists Love Them?
Click to learn more about author Eva Murray. Move over, CPUs. The GPUs have arrived in modern enterprises, and data scientists are eager to use them for their modeling and deep learning applications. Why is this happening, and what are the advantages GPUs bring for Data Science applications? Read on and find out. What Are GPUs? GPUs, or graphics […]
Fundamentals of Machine Learning Enabled Analytics
The famous theoretical physicist Stephen Hawking said, “It’s tempting to dismiss the notion of highly intelligent machines as mere science fiction.” Artificial intelligence (AI), the game-changer technology of the global business world, comprises three distinct sub-disciplines: machine learning (ML), natural language processing (NLP), and cognitive computing. Automated solutions in business analytics use all these sub-technologies, […]
What Is Deep Learning?
Deep Learning is a type of Machine Learning, using neural networks to grasp complex patterns. This type of technology allows Artificial Intelligence systems to perform human like tasks, “such as recognizing real-life objects or understanding speech.” While the operation of these brain-inspired networks remains inscrutable, their interconnected layers algorithms give machines the ability to be […]
Evolution of Machine Learning and How It Will Affect the Future
Click to learn more about author Kateryna Boiko Machine learning (ML) has been more than a buzzword lately. All the top companies have adopted innovative technologies, with Google making artificial intelligence a priority, Uber incorporating machine learning with Uber Eats, and countless research labs opening all over the world. How did machine learning become such a […]
Bye Bye, BI: Why Companies Should Transition to AI for Better Business Monitoring
Click here to learn more about Amit Levi. We’ve come to rely on business intelligence (BI) tools as an essential part of business decision-making. From dashboards to automated reports, BI tools allow us to cash in our data for top-level insights. We won’t deny that using traditional BI tools can make tasks such as reporting […]
The Virtual Chief AI Officer: A Critical Advisor to the C-Suite
Click to learn more about author Asha Saxena. AI’s rapid surge in value-add has left companies struggling to adopt this highly complex technology. Executives struggle to understand it. At a basic level, the terminology is confusing — machine learning, deep learning, computer vision, computational statistics, cognitive computing, natural language/speech processing, robotic process automation (RPA), AI, etc. […]
Weka Furthers Weka AI by Integrating with Valohai
According to a recent press release, “WekaIO™ (Weka), an Advanced Technology Partner in the Amazon Web Services (AWS) Partner Network (APN) and an innovation leader in high-performance and scalable file storage, is pleased to announce its integration with the deep learning pipeline management solution from Valohai, a Weka Innovation Network™ (WIN) partner. The announcement underpins […]
DeepCube Launches Industry-First Deep Learning Software Accelerator
According to a new press release, “DeepCube, the award-winning deep learning pioneer, today announced the launch of the only software-based inference accelerator that drastically improves deep learning performance on any existing hardware. Today, deep learning deployments are very limited and are primarily optimized for the cloud; and, even in these cases, they incur extensive processing […]
MathWorks Delivers Release 2020a of MATLAB and Simulink
According to a recent press release, “MathWorks today introduced Release 2020a with expanded AI capabilities for deep learning. Engineers can now train neural networks in the updated Deep Network Designer app, manage multiple deep learning experiments in a new Experiment Manager app, and choose from more network options to generate deep learning code. R2020a introduces […]