Beyond Algorithms

Beyond Algorithms
Author: James Luke
Publisher: CRC Press
Total Pages: 303
Release: 2022-05-29
Genre: Computers
ISBN: 1000581675


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Focuses on the definition, engineering, and delivery of AI solutions as opposed to AI itself Reader will still gain a strong understanding of AI, but through the perspective of delivering real solutions Explores the core AI issues that impact the success of an overall solution including i. realities of dealing with data, ii. impact of AI accuracy on the ability of the solution to meet business objectives, iii. challenges in managing the quality of machine learning models Includes real world examples of enterprise scale solutions Provides a series of (optional) technical deep dives and thought experiments.


Beyond Algorithms
Language: en
Pages: 303
Authors: James Luke
Categories: Computers
Type: BOOK - Published: 2022-05-29 - Publisher: CRC Press

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Focuses on the definition, engineering, and delivery of AI solutions as opposed to AI itself Reader will still gain a strong understanding of AI, but through th
Beyond the Worst-Case Analysis of Algorithms
Language: en
Pages: 705
Authors: Tim Roughgarden
Categories: Computers
Type: BOOK - Published: 2021-01-14 - Publisher: Cambridge University Press

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Introduces exciting new methods for assessing algorithms for problems ranging from clustering to linear programming to neural networks.
Beyond the Algorithm
Language: en
Pages: 536
Authors: Omar Santos
Categories: Computers
Type: BOOK - Published: 2024-01-30 - Publisher: Addison-Wesley Professional

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As artificial intelligence (AI) becomes more and more woven into our everyday lives—and underpins so much of the infrastructure we rely on—the ethical, secu
Beyond the Worst-Case Analysis of Algorithms
Language: en
Pages: 705
Authors: Tim Roughgarden
Categories: Computers
Type: BOOK - Published: 2021-01-14 - Publisher: Cambridge University Press

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There are no silver bullets in algorithm design, and no single algorithmic idea is powerful and flexible enough to solve every computational problem. Nor are th
Algorithms of Oppression
Language: en
Pages: 245
Authors: Safiya Umoja Noble
Categories: Computers
Type: BOOK - Published: 2018-02-20 - Publisher: NYU Press

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Acknowledgments -- Introduction: the power of algorithms -- A society, searching -- Searching for Black girls -- Searching for people and communities -- Searchi