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Bücher Englische Bücher Wissen & Bildung Naturwissenschaft, Medizin, Informatik, Technik Informatik & EDV Betriebssysteme & Benutzeroberflächen Develop Intelligent iOS Apps with Swift
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Develop Intelligent iOS Apps with Swift
Özgür Sahin (Taschenbuch, Englisch)
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Beschreibung
Build smart apps capable of analyzing language and performing language-specific tasks, such as script identification, tokenization, lemmatization, part-of-speech tagging, and named entity recognition. This book will get you started in the world of building literate, language understanding apps. Cutting edge ML tools from Apple like CreateML, CoreML, and TuriCreate will become natural parts of your… development toolbox as you construct intelligent, text-based apps. You'll explore a wide range of text processing topics, including reprocessing text, training custom machine learning models, converting state-of-the-art NLP models to CoreML from Keras, evaluating models, and deploying models to your iOS apps. You’ll develop sample apps to learn by doing. These include apps with functions for detecting spam SMS, extracting text with OCR, generating sentences with AI, categorizing the sentiment of text, developing intelligent apps that read text and answers questions, converting speech to text, detecting parts of speech, and identifying people, places, and organizations in text. Smart app development involves mainly teaching apps to learn and understand input without explicit prompts from their users. These apps understand what is in images, predict future behavior, and analyze texts. Thanks to natural language processing, iOS can auto-fix typos and Siri can understand what you're saying. With Apple’s own easy-to-use tool, Create ML, they’ve broughtaccessible ML capabilities to developers. Develop Intelligent iOS Apps with Swift will show you how to easily create text classification and numerous other kinds of models. What You'll Learn Incorporate Apple tools such as CreateML and CoreML into your Swift toolbox Convert state-of-the-art NLP models to CoreML from Keras Teach your apps to predict words while users are typing with smart auto-complete Who This Book Is For Novice developers and programmers who wish to implement natural language processing in their iOS applications and those who want to learn Apple's native ML tools. 4,75 €
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Technische Daten
Erscheinungsdatum
04.12.2020
Sprache
Englisch
EAN
9781484264201
Herausgeber
APRESS
Sonderedition
Nein
Autor
Özgür Sahin
Seitenanzahl
169
Auflage
1st edition
Einbandart
Taschenbuch
Buch Untertitel
Understand Texts, Classify Sentiments, and Autodetect Answers in Text Using NLP
Schlagwörter
Text Classification, Natural Language Processing, NLP, Swift, iOS, iPhone, iPad, Sentiment analysis, CreateML, CoreML, Create ML, Core ML, TuriCreate, Keras, TensorFlow, Machine Learning, Algorithms
Thema-Inhalt
UMQ - Macintoshprogrammierung
ULH - Apple-Betriebssysteme
Höhe
235 mm
Breite
15.5 cm
Transparenz & Sicherheit
Hersteller: Apress, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com, Springer Nature Customer Service Center GmbH
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