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Angewandte NLP mit Python: Textbereinigung, Einbettungen und praktische Anwendung
Paperback
Publisher: Independently Published
Published: Apr 14 2026
Pages: 260
Weight: 0.78
Height: 0.55 Width: 6.00 Depth: 9.00
Language: German
Dieses Buch ist Ihr umfassender Einstieg in die Welt des Natural Language Processing (NLP) mit Python - von der sauberen Aufbereitung roher Textdaten bis hin zu modernen Embedding-Techniken und realen Anwendungen.
Ob Sie Datenwissenschaftler, Entwickler oder KI-Enthusiast sind: Angewandte NLP mit Python zeigt Ihnen Schritt für Schritt, wie Sie Textdaten in wertvolle Erkenntnisse verwandeln und leistungsstarke Sprachmodelle entwickeln.
- Effiziente Textbereinigung und Vorverarbeitung (Tokenisierung, Normalisierung, Stopwords & mehr)
- Aufbau robuster NLP-Pipelines mit Python (u. a. NLTK, spaCy, scikit-learn)
- Moderne Word Embeddings wie Word2Vec, GloVe und Transformer-basierte Ansätze
- Entwicklung praktischer Anwendungen wie Textklassifikation, Sentimentanalyse und Chatbots
- Best Practices für skalierbare und produktionsreife NLP-Systeme
Praxis im Fokus:
Anhand konkreter Beispiele, klarer Code-Snippets und realer Anwendungsfälle setzen Sie das Gelernte direkt um - ohne unnötige Theorie, aber mit fundiertem Verständnis. Ihr Vorteil:
Nach der Lektüre sind Sie in der Lage, eigene NLP-Projekte zu entwickeln, bestehende Systeme zu verbessern und moderne KI-Technologien effektiv einzusetzen.
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