Proektirovanie sistem mashinnogo obuchenii︠a︡

• Verfasst von: Huyen, Chip [VerfasserIn]
• Titel: Proektirovanie sistem mashinnogo obuchenii︠a︡
• Titel: Проектирование систем машинного обучения
• Werktitel: Designing machine learning systems
• Verf.angabe: Chip Khʹi︠u︡en
• Verf.angabe: Чип Хьюен.
• Verlagsort: Astana [Kazakhstan]
• Verlagsort: Астана [Kazakhstan]
• Verlag: Izdatalʹstvo Foliant
• Verlag: Издатальство Foliant
• E-Jahr: 2023
• Jahr: [2023]
• Jahr: [2023]
• Umfang: 1 online resource (364 pages)
• Illustrationen: illustrations
• Fussnoten: "Authorized Russian translation of the English edition."--Title page verso. - Includes bibliographical references and index
• ISBN: 978-601-271-727-3
• ISBN: 601-271-727-X
• Datenträger: Online-Ressource
• Sprache: rus
• Sach-SW: Apprentissage automatique
• Sach-SW: Théorie de l'apprentissage informatique
• Sach-SW: Ingénierie ; Informatique
• K10plus-PPN: 1907897291
• K10plus-PPN:
  Universitätsbibliothek
• Lokale URL UB: Zum Volltext
• Lokale URL UB: Bibliothek der Medizinischen Fakultät Mannheim der Universität Heidelberg
• Bibliothek/Idn: UW / m4611079732
• Lokale URL Inst.: Zum Volltext

Abstract

Kniga, osnovannai︠a︡ na stėnfordskom uchebnom kurse, ne ogranichivaetsi︠a︡ razborom konkretnykh bibliotek, a opisyvaet vysokourovnevyĭ podkhod k razrabotke sistem mashinnogo obuchenii︠a︡, kotoryĭ uproshchaet ikh podderzhku i razvitie, pozvoli︠a︡et izbezhatʹ pereobuchenii︠a︡, iskazhenii︠a︡ rezulʹtatov.

Abstract

In this book, you'll learn a holistic approach to designing machine learning systems that are reliable, scalable, maintainable, and adaptive to changing environments and business requirements. Author Chip Huyen, co-founder of Claypot AI, considers each design decision--such as how to process and create training data, which features to use, how often to retrain models, and what to monitor--in the context of how it can help your system as a whole achieve its objectives.