Artificial Intelligence

The 5 primary generative AI applications (and how they work)

   ​   Generative artificial intelligence allows machines to not just learn from data, but to generate new information that’s similar to the input used to train it. The implications are multi-dimensional, as the technology can be used in design, music, art, and more. And, as generative AI is used across multiple industries, many companies are …

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The future of digital transformation

   ​   What’s the first thing that comes to mind when you think of digital transformation? Generative artificial intelligence (AI), machine learning, chatbots with feelings? Or even incredible, mind-bending optical illusions whilst visiting Camera Obscura in Edinburgh? The maze that’s intertwining the field of Digital transformation is filled with magic and mystery. Despite the spell-binding …

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Boosting and bagging: Powerful ensemble methods in machine learning

   ​   While working on a classification problem, a regression analysis, or another data science project, bagging, and boosting algorithms can play a vital role. This article summarizes: #1 the idea of ensemble learning, introduces, #2 bagging and, #3 boosting, before a comparison is made between both methods to highlight similarities and differences. #1: Introduction and idea behind ensemble learning When we …

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How Shutterstock is overcoming the challenges of AI-generated art

   ​   Lúí Smyth (Director of Product, Generative & AI Tooling, Shutterstock) gave this presentation at the Computer Vision Festival in August 2023. Hello, everybody. My name is Lúí, and I’m the Director of Product for Generative and AI at Shutterstock. I’m going to be talking about art in the age of AI, and by …

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Building the AI-ready workforce: Challenges and opportunities for industries

   ​   Artificial intelligence (AI) is no longer the stuff of science fiction; it is already firmly established at the core of industries, changing how businesses function, make decisions, and provide value to customers. AI continues to impact industries across the board, from manufacturing and retail to healthcare and finance. But with such quick technical …

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Tackling global challenges with AI

   ​   In an increasingly interconnected globe, humanity faces a slew of complex global concerns that cut beyond geographical, cultural, and disciplinary lines. Due to their diverse character, these challenges—which include problems like socio-economic injustice, sickness, and environmental degradation—display remarkable complexity. The unpredictable interactions of variables frequently result in cascading effects that defy conventional approaches …

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