The field of machine learning is traditionally divided into two main categories: “supervised” and “unsupervised” learning. In supervised learning, algorithms are trained on labeled data, where each input is paired with its corresponding output, providing the algorithm with clear guidance. In contrast, unsupervised learning relies solely on input data, requiring the algorithm to uncover patterns or structures without any labeled outputs.The field of machine learning is traditionally divided into two main categories: “supervised” and “unsupervised” learning. In supervised learning, algorithms are trained on labeled data, where each input is paired with its corresponding output, providing the algorithm with clear guidance. In contrast, unsupervised learning relies solely on input data, requiring the algorithm to uncover patterns or structures without any labeled outputs.Machine learning & AI[#item_full_content]

I’m a computer scientist and a bad Christmas shopper. Over the weekend, I wondered whether AI systems might be able to help me out.I’m a computer scientist and a bad Christmas shopper. Over the weekend, I wondered whether AI systems might be able to help me out.Consumer & Gadgets[#item_full_content]

Artificial intelligence (AI) has already become an invisible but indispensable collaborator in our lives. It helps filter spam from your inbox, improves your Netflix recommendations, and, as an automotive copilot, suggests optimal routes, monitors blind spots, and assists with parking.Artificial intelligence (AI) has already become an invisible but indispensable collaborator in our lives. It helps filter spam from your inbox, improves your Netflix recommendations, and, as an automotive copilot, suggests optimal routes, monitors blind spots, and assists with parking.Machine learning & AI[#item_full_content]

Can artificial intelligence (AI) tell whether you’re happy, sad, angry or frustrated?Can artificial intelligence (AI) tell whether you’re happy, sad, angry or frustrated?Business[#item_full_content]

From answering questions from Cabinet ministers, academics and students on climate change, substance abuse and the law to children’s inquiries about her “birth” and links to God and being described as a talkative feminist, Sophia, the world-famous robot won hearts at an innovation fair in Zimbabwe this week.From answering questions from Cabinet ministers, academics and students on climate change, substance abuse and the law to children’s inquiries about her “birth” and links to God and being described as a talkative feminist, Sophia, the world-famous robot won hearts at an innovation fair in Zimbabwe this week.Robotics[#item_full_content]

In recent years, engineers have been trying to create hardware systems that better support the high computational demands of machine learning algorithms. These include systems that can perform multiple functions, acting as sensors, memories and computer processors all at once.In recent years, engineers have been trying to create hardware systems that better support the high computational demands of machine learning algorithms. These include systems that can perform multiple functions, acting as sensors, memories and computer processors all at once.Electronics & Semiconductors[#item_full_content]

Researchers at Stanford Engineering have developed an AI-trained model to accurately recreate the hand movements of elite-level pianists and the physical stresses they endure while playing.Researchers at Stanford Engineering have developed an AI-trained model to accurately recreate the hand movements of elite-level pianists and the physical stresses they endure while playing.Machine learning & AI[#item_full_content]

A team of roboticists at the Beijing Institute of Technology, working with a pair of colleagues from the Technical University of Munich, has created a new kind of rat robot—one that was designed to interact in social ways with real rats.A team of roboticists at the Beijing Institute of Technology, working with a pair of colleagues from the Technical University of Munich, has created a new kind of rat robot—one that was designed to interact in social ways with real rats.Robotics[#item_full_content]

For all the talk about artificial intelligence upending the world, its economic effects remain uncertain. There is massive investment in AI but little clarity about what it will produce.For all the talk about artificial intelligence upending the world, its economic effects remain uncertain. There is massive investment in AI but little clarity about what it will produce.Business[#item_full_content]

A new machine learning (ML) model from Georgia Tech could protect communities from diseases, better manage electricity consumption in cities, and promote business growth, all at the same time.A new machine learning (ML) model from Georgia Tech could protect communities from diseases, better manage electricity consumption in cities, and promote business growth, all at the same time.Machine learning & AI[#item_full_content]