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  <titleInfo>
    <title>Machine learning</title>
    <subTitle>architecture in the age of artificial intelligence</subTitle>
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  <name type="personal">
    <namePart>Bernstein, Phil</namePart>
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    <dateIssued encoding="marc">2022</dateIssued>
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    <extent>xi, 186 p. : ill. ; photo. ; graph. ; col. ; 24 cm.</extent>
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  <abstract>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.</abstract>
  <tableOfContents>Front Materials:
Introduction VI --
Process:
Tools and technologies --
What is artificial intelligence (Al)? --
Professional information and knowledge --
AI and process Transformation in design and beyond --
Scopes of service --
Delivery, means and methods --
Relationships:
Economics, compensation and value --
Laws, policy and risk --
The demand for professionals --
Education, certification and training --
Results:
The objectives of design --
Creating, consuming and curating Data --
Tasks, automated --
Labour of design --
Value propositions and business models --
End Materials:
Conclusion --</tableOfContents>
  <note type="statement of responsibility">Phil Bernstein.</note>
  <note>Includes bibliographical references and index.</note>
  <subject authority="lcsh">
    <topic>Architecture and technology</topic>
  </subject>
  <subject authority="lcsh">
    <topic>Artificial intelligence</topic>
    <topic>Industrial applications</topic>
  </subject>
  <subject authority="fast">
    <topic>Architecture and technology</topic>
  </subject>
  <subject authority="fast">
    <topic>Artificial intelligence</topic>
    <topic>Industrial applications</topic>
  </subject>
  <classification authority="lcc">NA2543.T43 B47 2022</classification>
  <classification authority="ddc" edition="23">720.28563</classification>
  <identifier type="isbn">1914124014</identifier>
  <identifier type="isbn">9781914124013</identifier>
  <identifier type="isbn">9781000600681 </identifier>
  <identifier type="isbn">9781000600674</identifier>
  <identifier type="isbn" invalid="yes">9781003297192</identifier>
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