TY - BOOK AU - Bernstein,Phil TI - Machine learning: architecture in the age of artificial intelligence SN - 1914124014 AV - NA2543.T43 U1 - 720.28563 B458 2022 23 PY - 2022///] CY - London PB - RIBA Publishing KW - Maskininl�rning KW - sao KW - Architecture and technology KW - Artificial intelligence KW - Industrial applications KW - fast KW - Machine learning N1 - Includes bibliographical references and index N2 - The advent of machine learning-based AI systems demands that our industry does not just share toys, but builds a new sandbox in which to play with them.' - Phil Bernstein The profession is changing. A new era is rapidly approaching when computers will not merely be instruments for data creation, manipulation and management, but, empowered by artificial intelligence, they will become agents of design themselves. Architects need a strategy for facing the opportunities and threats of these emergent capabilities or risk being left behind. Architecture's best-known technologist, Phil Bernstein, provides that strategy. Divided into three key sections - Process, Relationships and Results - Machine Learning lays out an approach for anticipating, understanding and managing a world in which computers often augment, but may well also supplant, knowledge workers like architects. Armed with this insight, practices can take full advantage of the new technologies to future-proof their business. Features chapters on: * Professionalism * Tools and technologies * Laws, policy and risk * Delivery, means and methods * Creating, consuming and curating data * Value propositions and business models UR - https://www.gbv.de/dms/tib-ub-hannover/1802597840.pdf UR - https://uub.primo.exlibrisgroup.com/openurl/46LIBRIS_UUB/46LIBRIS_UUB:UUB?u.ignore_date_coverage=true&rft.mms_id=991018657124807596 ER -