Data
AI-driven Sentiment Analysis: Hacking Emotions To Boost Customer Service
“People will forget what you said, people will forget what you did, but people will never forget how you made them feel.” – Maya Angelou, American poet, and activist If this quote is accurate, then understanding customers’ sentiment is essential for business success. If a company fails to make a good impression, clients will leave. …
Mobileye’s Self-Driving Secret? 200PB Of Data
What’s New: Mobileye is sitting on a virtual treasure trove of driving data – some 200 petabytes worth. When combined with Mobileye’s state-of-the-art computer vision technology and extremely capable natural language understanding (NLU) models, the dataset can deliver thousands of results within seconds, even for incidents that fall into the “long tail” of rare conditions and …
Theoretical Breakthrough Could Boost Data Storage
A trio of researchers that includes William Kuszmaul — a computer science PhD student at MIT — has made a discovery that could lead to more efficient data storage and retrieval in computers. The team’s findings relate to so-called “linear-probing hash tables,” which were introduced in 1954 and are among the oldest, simplest, and fastest …
Explainable AI May Surrender Confidential Data More Easily
Researchers from the National University of Singapore have concluded that the more explainable AI becomes, the easier it will become to circumvent vital privacy features in machine learning systems. They also found that even when a model is not explainable, it’s possible to use explanations of similar models to ‘decode’ sensitive data in the non-explainable model. The research, …
7 Ways To Make The Wider Enterprise Comfortable With Artificial Intelligence
The challenge is putting people first in any and all AI projects. AI practitioners provide recommendations for building a people-centric, yet AI-driven culture. As the people charged with designing, building, and deploying artificial intelligence — from data engineers to developers — recognize, AI is a powerful mechanism for amplifying human knowledge, skills, and efficiency. But …
How IoT Can Help You Grow Your Business
Internet of Things has become quite a buzzword these days. But what exactly is IoT, and how can it help you grow your business to new heights? Internet of Things is one of the pillars of what’s being called the fourth industrial revolution. IoT is not a single technology but rather involves numerous technologies that …
The Man, The Machine, And The Black Box: ML Observability
In this talk, Aparna Dhinakaran, Co-Founder and CPO of Arize AI, covered the challenges organizations face in checking for model fairness, such as the lack of access to protected class information to check for bias and diffuse organizational responsibility of ensuring model fairness. Aparna also dived into the approaches organizations can take to start addressing ML fairness …
How Data And AI Can Help Media Companies Better Personalize; And What To Watch Out For
Media companies now have access to an ever-expanding pool of data from the digitally connected consumer. And over the past two years, as content consumption and audience behaviors have shifted in response to the world around us, direct-to-consumer has only accelerated. As media organizations pivot from third-party to first-party data, this presents challenges with the …
Data Labeling for AI Products: How to Process Thousands of Data Labels
Today, the AI industry is on the rise – the global AI market is valued at over $40 billion and continues to grow at a rapid pace. The industry relies on three vital components for its development: (1) the hardware that provides computational power and virtual living space for Machine Learning (ML) algorithms; (2) the …
Top 10 Countries In The World With AI Innovation
World AI Innovation are group of 46 countries in terms of infrastructure, innovative environment, scientific and technological research and development, and industry and application. Twenty years ago, there was a huge gulf between China and the United States on AI research. While the U.S. was witnessing sustained growth in research efforts by both public institutions …