A riveting and revealing exploration of the world created by computer algorithms and its impact on individuals, from the workers across the globe who feed artificial intelligence systems with data to the impact of algorithms on our own behaviour, as consumers and citizens.

Design clever algorithms that discover hidden patterns and draw responses from unstructured, unlabeled data. Key FeaturesBuild state-of-the-art algorithms that can solve your business' problemsLearn how to find hidden patterns in your dataRevise key concepts with hands-on exercises using real-world datasetsBook DescriptionStarting with the basics, Applied Unsupervised Learning with R explains clustering methods, distribution analysis, data encoders, and features of R that enable you to unders...

User experience (UX) design practices have seen a fundamental shift as more and more software products incorporate machine learning (ML) components and artificial intelligence (AI) algorithms at their core. This book will probe into UX design's role in making technologies inclusive and enabling user collaboration with AI. AI/ML-based systems have changed the way of traditional UX design.

Instead of programming a method to do a specific action, creators of these systems provide data and nurtur...

The first book to tell the stories of the army of underpaid and exploited workers powering artificial intelligence, Feeding the Machine tells the story of a global technology through the eyes of the people who produce it.

Big Tech has sold us the illusion that artificial intelligence is a frictionless technology that will bring wealth and prosperity to humanity. But hidden beneath this smooth surface lies the grim reality of a precarious global workforce of millions that labour under often ap...