Machine Learning: Architecture in the Age of Artificial Intelligence
- Length: 200 pages
- Edition: 1
- Language: English
- Publisher: Riba Pubns Ltd
- Publication Date: 2022-05-01
- ISBN-10: 1914124014
- ISBN-13: 9781914124013
- Sales Rank: #164605 (See Top 100 Books)
‘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.
Cover Title Copyright FRONT MATERIALS ACKNOWLEDGEMENTS FOREWORD INTRODUCTION Contents PROCESS 1.1 TOOLS AND TECHNOLOGIES 1.2 WHAT IS ARTIFICIAL INTELLIGENCE [AI]? 1.3 PROFESSIONAL INFORMATION AND KNOWLEDGE 1.4 AI AND PROCESS TRANSFORMATION IN DESIGN AND BEYOND 1.5 SCOPES OF SERVICE 1.6 DELIVERY. MEANS AND METHODS RELATIONSHIPS 2.1 ECONOMICS, COMPENSATION AMD VALUE 2.2 LAWS POLICY AND RISK 2.3 THE DEMAND FOR PROFESSIONALS 2.4 EDUCATION, CERTIFICATION AND TRAINING RESULTS 3.1 THE OBJECTIVES OF DESIGN 3.2 CREATING,CONSUMING AND CURATING DATA 3.3 TASKS, AUTOMATED 3.4 LABOUR OF DESIGN 3.5 VALUE PROPOSITIONS AND BUSINESS MODELS CONCLUSION 4.1 CONCLUSION END MATERIALS BIBLIOGRAPHY REFERENCES INDEX CREDITS
Donate to keep this site alive
1. Disable the AdBlock plugin. Otherwise, you may not get any links.
2. Solve the CAPTCHA.
3. Click download link.
4. Lead to download server to download.