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Bücher Englische Bücher Wissen & Bildung Naturwissenschaft, Medizin, Informatik, Technik Informatik & EDV Informatik Beginning Azure Cognitive Services
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Beginning Azure Cognitive Services
Alicia Moniz, Matt Gordon, Ida Bergum, Mia Chang, Ginger Grant (Broschiert, Englisch)
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Beschreibung
Get started with Azure Cognitive Services and its APIs that expose machine learning as a service. This book introduces the suite of Azure Cognitive Services and helps you take advantage of the proven machine learning algorithms that have been developed by experts and made available through Cognitive Services, easily integrating those algorithms into your own applications without having to develop… the algorithms from scratch. The book also shows you how to use the algorithms provided by Cognitive Services to accelerate data analysis and development within your organization.
The authors begin by introducing the tools and describing the steps needed to invoke libraries to analyze structured and unstructured text, speech, and pictures, and you will learn to create interactive chatbots using the Cognitive Services libraries. Each chapter contains the information you need to implement artificial intelligence (AI) via Azure Cognitive Services in your personal and professional projects.
The book also covers ethical considerations that are becoming increasingly of concern when using AI to drive decision making. You will be introduced to tools such as FairLearn and InterpretML that can help you detect bias and understand the results your models are generating.
What You Will Learn
Invoke the Cognitive Services APIs from a variety of languages and apps
Understand common design architectures for AI solutions in Azure
Decrease discrimination and bias when creating an AI-driven solution
Execute the examples within the book and learn how to extend those examples
Implement best practices for leveraging the Vision, Speech, and Language parts of the suite
Test Cognitive Services APIs via the Azure portal and using the Postman API tool
Execute AI from low-code and no-code platforms like Logic Apps and Microsoft’s Power Platform
Who This Book Is For
Technical professionals who are interested in implementing artificial intelligence (AI) in pre-existing apps, expanding their value and skill sets, or learning more about AI for personal projects; for programmers working in languages such as C# and Python; and for those using low- and no-code platforms such as Microsoft Power Platform 80,24 €
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Technische Daten
Erscheinungsdatum
14.08.2021
Sprache
Englisch
EAN
9781484271759
Herausgeber
APRESS
Sonderedition
Nein
Autor
Alicia Moniz, Matt Gordon, Ida Bergum, Mia Chang, Ginger Grant
Seitenanzahl
306
Auflage
1
Einbandart
Broschiert
Buch Untertitel
Data-Driven Decision Making Through Artificial Intelligence
Schlagwörter
Cognitive Services, Artificial Intelligence (AI), Machine Learning (ML), Chatbots, Sentiment Analysis, Cognitive Vision, Document Analysis, Cognitive Search, Cognitive Speech, Postman API, Ethics, Data Science, Docker Desktop Client, Pandas, Azure Data Studio, TensorFlow, Anomaly Detection, FairLearn, InterpretML, Differential Privacy
Thema-Inhalt
UMP - Microsoftprogrammierung
UTC - Cloud Computing
UYQ - Künstliche Intelligenz
UN - Datenbanken
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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