Natural language processing (NLP) describes a branch of artificial intelligence (AI) that automates language recognition and generation so that computers and humans can communicate seamlessly. To interact with humans, computers must be adept at and understand syntax (grammar), semantics (word meaning), morphology (tense), and pragmatics (conversation). These tasks have proven quite complex. Natural language processing […]
Going Beyond Data-Driven: The Three Pillars of Data Analytics
Click to learn more about author Eva Murray. The push for digital transformation is nothing new. Yet the accelerated adoption of digital transformation inspired by the coronavirus pandemic is unlike anything we have ever seen before. Companies have been forced to quickly ramp up their digital strategies in order to survive in our new world […]
NVIDIA Paves Path to AI Cities with Metropolis Edge-to-Cloud Platform for Video Analytics
by Angela Guess A new press release reports, “Paving the way for the creation of AI cities, NVIDIA today unveiled the NVIDIA Metropolis intelligent video analytics platform. Metropolis makes cities safer and smarter by applying deep learning to video streams for applications such as public safety, traffic management and resource optimization. More than 50 NVIDIA […]
Deep Learning and Machine Learning Differences: Recent Views in an Ongoing Debate
The science of Machine Learning (ML) has been around since the 1970s, but low horsepower processors and limited data forced the progress of Machine Learning to slow down in the 1980s. Ever since Big Data has enabled the use of unlimited “variety, volume, and velocity” business data, Machine Learning resurfaced as a powerful game changer […]
Deep Learning is Big Learning
If you have ever used eBay, Amazon or some other big retailer to shop online you are familiar with typing in a search description such as “Women’s Flip Flops” Or “Men’s Neck Ties” and seeing a sleuth of search results. Then you select or deselect options and your search results get narrower and narrower. You […]