{"product_id":"human-centered-machine-learning","title":"Human-Centered Machine Learning","description":"This 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 to the new technologies of AI and ML with a view to enabling computing technology to become user-friendly and human-centric. 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 ML and for ML 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.","brand":"Gardners","offers":[{"title":"Default Title","offer_id":57503775293813,"sku":"9781108836753","price":70.0,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0612\/7193\/3106\/files\/9781108836753.jpg?v=1786867486","url":"https:\/\/backstory.london\/products\/human-centered-machine-learning","provider":"Backstory","version":"1.0","type":"link"}