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Bücher Englische Bücher Wissen & Bildung Naturwissenschaft, Medizin, Informatik, Technik Informatik & EDV Informatik Deploying AI in the Enterprise
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Deploying AI in the Enterprise
Martin Oberhofer (Taschenbuch, Englisch)
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Beschreibung
Your company has committed to AI. Congratulations, now what? This practical book offers a holistic plan for implementing AI from the perspective of IT and IT operations in the enterprise. You will learn about AI’s capabilities, potential, limitations, and challenges. This book teaches you about the role of AI in the context of well-established areas, such as design thinking and DevOps, governance… and change management, blockchain, and quantum computing, and discusses the convergence of AI in these key areas of the enterprise. Deploying AI in the Enterprise provides guidance and methods to effectively deploy and operationalize sustainable AI solutions. You will learn about deployment challenges, such as AI operationalization issues and roadblocks when it comes to turning insight into actionable predictions. You also will learn how to recognize the key components of AI information architecture, and its role in enabling successful and sustainable AI deployments.And you will come away with an understanding of how to effectively leverage AI to augment usage of core information in Master Data Management (MDM) solutions. What You Will Learn Understand the most important AI concepts, including machine learning and deep learning Follow best practices and methods to successfully deploy and operationalize AI solutions Identify critical components of AI information architecture and the importance of having a plan Integrate AI into existing initiatives within an organization Recognize current limitations of AI, and how this could impact your business Build awareness about important and timely AI research Adjust your mindset to consider AI from a holistic standpoint Get acquainted with AI opportunities that exist in various industries Who This Book Is For IT pros, data scientists, and architects who need to address deployment and operational challenges related to AI and need a comprehensive overview on how AI impacts other business critical areas. It is not an introduction, but is for the reader who is looking for examples on how to leverage data to derive actionable insight and predictions, and needs to understand and factor in the current risks and limitations of AI and what it means in an industry-relevant context. 64,19 €
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Technische Daten
Erscheinungsdatum
26.09.2020
Sprache
Englisch
EAN
9781484262054
Herausgeber
APRESS
Sonderedition
Nein
Autor
Martin Oberhofer
Seitenanzahl
331
Auflage
1st edition
Einbandart
Taschenbuch
Buch Untertitel
IT Approaches for Design, DevOps, Governance, Change Management, Blockchain, and Quantum Computing
Schlagwörter
AI, AI and Blockchain, AI and Quantum Programming, Artificial Intelligence in IT, Artificial Intelligence (AI) challenges and opportunities, Machine Learning, Deep Learning, AI information architecture, Scoring of AI/ML, AI limitations, AI architecture, AI DevOps, AI for master data, AI research, Governance and AI solutions, Eberhard Hechler, Martin Oberhofer, Thomas Schaeck
Thema-Inhalt
UYQ - Künstliche Intelligenz
UYQM - Maschinelles Lernen
URY - Kryptografie, Verschlüsselungstechnologie
UN - Datenbanken
PHQ - Quantenphysik (Quantenmechanik und Quantenfeldtheorie)
UYA - Theoretische Informatik
Höhe
254 mm
Breite
17.8 cm
Hersteller: Apress, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com, Springer Nature Customer Service Center GmbH
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