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Bücher Englische Bücher Wissen & Bildung Naturwissenschaft, Medizin, Informatik, Technik Informatik & EDV Informatik Natural Language Processing Recipes
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Natural Language Processing Recipes
Adarsha Shivananda (Taschenbuch, Englisch)
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Beschreibung
Implement natural language processing applications with Python using a problem-solution approach. This book has numerous coding exercises that will help you to quickly deploy natural language processing techniques, such as text classification, parts of speech identification, topic modeling, text summarization, text generation, entity extraction, and sentiment analysis.
Natural… Language Processing Recipes starts by offering solutions for cleaning and preprocessing text data and ways to analyze it with advanced algorithms. You’ll see practical applications of the semantic as well as syntactic analysis of text, as well as complex natural language processing approaches that involve text normalization, advanced preprocessing, POS tagging, and sentiment analysis. You will also learn various applications of machine learning and deep learning in natural language processing.By using the recipes in this book, you will have a toolbox of solutions to apply to your own projects in the real world, making your development time quicker and more efficient.
What You Will Learn
Apply NLP techniques using Python libraries such as NLTK, TextBlob, spaCy, Stanford CoreNLP, and many more
Implement the concepts of information retrieval, text summarization, sentiment analysis, and other advanced natural language processing techniques.
Identify machine learning and deep learning techniques for natural language processing and natural language generation problems
Who This Book Is ForData scientists who want to refresh and learn various concepts of natural language processing through coding exercises. Dieses Produkt haben wir gerade leider nicht auf Lager.
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Technische Daten
Erscheinungsdatum
30.01.2019
Sprache
Englisch
EAN
9781484242667
Herausgeber
APRESS
Sonderedition
Nein
Autor
Adarsha Shivananda
Seitenanzahl
234
Auflage
1st edition
Einbandart
Taschenbuch
Buch Untertitel
Unlocking Text Data with Machine Learning and Deep Learning using Python
Schlagwörter
Natural language processing, Text analytics, NLP using python, Machine learning, Deep Learning, Python, Unstructured Data
Thema-Inhalt
UYQ - Künstliche Intelligenz
UMX - Programmier- und Skriptsprachen, allgemein
UM - Computerprogrammierung und Softwareentwicklung
Höhe
235 mm
Breite
15.5 cm
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