Machine learning

Machine learning: architecture in the age of artificial intelligence

by Bernstein, Phil

Type Book
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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 emergen…

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Title Statements

  • Full title :Machine learning : architecture in the age of artificial intelligence / Phil Bernstein.

Summary

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.

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Edition Statements

  • Publication Date:2022

Publication Statements

  • Publisher(s):RIBA Publishing
  • Place of Publication:London
  • Language:eng
  • Publication Date:2022

The Physical Object

  • Description:1 online resource (xi, 186 pages ): : illustrations (color.

Edition Identifiers

  • ISBN:9781003297192, 1003297196
  • oclc:on1321048095
  • LC Classification:NA2543.T43
  • Dewey Decimal:720.28563

Subjects

Architecture and technology Architecture et technologie Artificial intelligence -- Industrial a… Intelligence artificielle -- Applicatio…

Writers

Bernstein, Phil

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