{"product_id":"9781108836753","title":"Human-Centered Machine Learning","description":"\u003cp\u003eThis collection of articles and interviews surveys human-centered approaches to machine learning that can make AI more human-friendly, usable, and ethical. It provides a handbook for students, researchers, and practitioners who want new ways of approaching AI that place humanity at their center. It shows how to apply methods from human-computer interaction that have enabled computing technology to become user-friendly and human-centric to the new technologies of AI and machine learning. The book has 13 articles and 9 interviews from a range of different perspectives, helping readers understand existing machine learning systems and their impacts on people and society. It is an ideal introduction both for human-computer interaction practitioners who are interested in working with machine learning and for machine learning experts interested in making their practice more human-centered. The book offers a critical lens on existing machine learning alongside an optimistic vision of AI in the service of humanity.\u003c\/p\u003e","brand":"Rebecca Fiebrink","offers":[{"title":"Default Title","offer_id":53437811228990,"sku":"9781108836753","price":3238.0,"currency_code":"ZAR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4357\/7662\/files\/9781108836753.jpg?v=1778077947","url":"https:\/\/exclusivebooks.co.za\/products\/9781108836753","provider":"Exclusive Books Online","version":"1.0","type":"link"}