Einführung in NLP
Course
360 Learners Already enrolled- Verstehen Sie die Grundlagen der Textvorverarbeitung, einschließlich Tokenisierung und Entfernung von Stoppwörtern.
- Verstehen Sie den Prozess der Stamm- und Lemmatisierung für Textdaten.
- Entdecken Sie grundlegende Textmodelle und wie man Textinformationen effektiv darstellt.
- Machen Sie sich mit Wort-Embeddings und der Implementierung von Word2Vec vertraut.
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There are 6 modules in this course
Lassen Sie uns die Grundlagen der Verarbeitung natürlicher Sprache (NLP) erkunden, während Sie sich mit Techniken zur Textvorverarbeitung und verschiedenen Textmodellen befassen, die zur Darstellung von Textdaten verwendet werden. Sie werden praktische Einblicke und praktische Erfahrungen mit den Werkzeugen und Methoden gewinnen, die für die effektive Analyse und Interpretation von Textdaten unerlässlich sind. Dieser Kurs stattet Sie mit den Fähigkeiten aus, Rohtext in bedeutungsvolle Informationen zu verwandeln und den Weg für fortgeschrittene Anwendungen in KI und maschinellem Lernen zu ebnen.- NLP und Seine AnwendungenPreview
- Verstehen der TextvorverarbeitungPreview
- TokenisierungPreview
- Herausforderung: Tokenizing eines SatzesPreview
- Tokenisierung Mit Regulären AusdrückenPreview
- Herausforderung: Tokenisierung Mit RegexPreview
- Stoppwörter EntfernenPreview
- Anwendung der Textvorverarbeitung in der PraxisPreview
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Reviewed on Dec 21, 2024
Good quality, detailed and comprehensive.
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Great lesson!
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