The trends of semantic technology are based on the desire to improve the computer’s understanding of data. The goal of combining semantic technology with a computer system is to discover relationships within the data. Semantic technology can be described as tools and methods that can process, categorize, and find patterns in the data. Semantics is […]
The Fundamentals of Natural Language Processing and Natural Language Generation
Natural Language Processing (NLP) is the process of producing meaningful phrases and sentences in the form of natural language. Natural Language Processing precludes Natural Language Understanding (NLU) and Natural Language Generation (NLG). NLU takes the data input and maps it into natural language. NLG conducts information extraction and retrieval, sentiment analysis, and more. In Natural […]
How Synthetic Data Powers Real-World AI Applications
Click to learn more about author Ashok Sharma. Machine learning (ML) algorithms are everywhere these days. AI applications aren’t something that will be present in the future. They’re already here and have begun making an impact on our lives. AI usage is currently in an embryonic stage and faces significant challenges. The biggest challenge surrounds the […]
Is Your AI Model Leaking Intellectual Property?
Click to learn more about author Sameer Vadera. Businesses often employ AI in applications to unlock intelligent functionality like predicting relevant product recommendations for customers. Recently, businesses have started building AI-powered applications that provide predictive functionality using sensitive information — a significant benefit to users. For instance, today, there are AI applications trained using medical […]
Seven Common Misconceptions Businesses Have About Big Data and Artificial Intelligence
Click to learn more about author Irfan Ak. Artificial intelligence and big data are two of the hottest and most discussed topics in the tech circle. Despite this, there are many misconceptions surrounding both big data and artificial intelligence. There is a lot of hype around both these topics as well, which can sometimes lead […]
Iguazio and NetApp Accelerate Deployment of AI Applications
A recent press release states, “Iguazio, the data science platform for real-time machine learning applications, today announced a strategic partnership with NetApp that provides enterprises with a simple, end-to-end solution for developing, deploying and managing AI applications at scale and in real-time on top of the ONTAP AI framework. Despite the great promise of AI […]
Feature Labs Launches Software Solutions for Machine Learning and AI Applications
by Angela Guess According to a recent press release, “Feature Labs, Inc., the industry’s first software solution that automates feature engineering for machine learning and AI applications, today launched… Feature Labs, Inc. was founded out of the Computer Science and AI Lab at MIT – CSAIL by Max Kanter, Kalyan Veeramachaneni and Ben Schreck. The […]
Samsung Optimizes Premium Exynos 9 Series 9810 for AI Applications
by Angela Guess According to a new press release, “Samsung Electronics, a world leader in advanced semiconductor technology, today announced the launch of its latest premium application processor (AP), the Exynos 9 Series 9810. The Exynos 9810, built on Samsung’s second-generation 10-nanometer (nm) FinFET process, brings the next level of performance to smartphones and smart […]
SparkCognition and British Army Collaborate to Advance AI Applications for Defense
by Angela Guess A new press release reports, “SparkCognition has announced a new engagement with the British Army, providing collaborative thought leadership on the role of artificial intelligence (AI) in future warfare. Specifically, the AI company’s Defense team will consult with the British Army on the role of machine learning in military applications and contribute […]
Putting “AI-First” Into Its Proper Context
Click to learn more about author James Kobielus. Pardon my cynicism, but it seems as if every solution provider now is “AI-first,” at least in the limited sense of mentioning Artificial Intelligence very early in their marketing pitch. As an industry analyst specializing in this area, I have to be curt when someone touts “AI-first” as […]