Mastering natural language processing

• Titel: Mastering natural language processing
• Titelzusatz: Part 3: Implementing advanced NLP techniques
• Mitwirkende: Landau, Charles [MitwirkendeR]
• Institutionen: Apress, (Firm), [Verlag]
• Ausgabe: [First edition].
• Verlagsort: [New York, New York]
• Verlag: Apress
• E-Jahr: 2024
• Jahr: [2024]
• Umfang: 1 online resource (1 video file (16 min.))
• Illustrationen: sound, color.
• Fussnoten: Online resource; title from title details screen (O’Reilly, viewed September 3, 2024)
• ISBN: 9798868805486
• Datenträger: Online-Ressource
• Sprache: eng
• Sach-SW: Traitement automatique des langues naturelles
• Sach-SW: Instructional films
• Sach-SW: Nonfiction films
• Sach-SW: Internet videos
• Sach-SW: Films de formation
• Sach-SW: Films autres que de fiction
• Sach-SW: Vidéos sur Internet
• K10plus-PPN: 1903892708
• K10plus-PPN:
  Universitätsbibliothek
• Lokale URL UB: Zum Volltext
• Lokale URL UB: Bibliothek der Medizinischen Fakultät Mannheim der Universität Heidelberg
• Bibliothek/Idn: UW / m4585379592
• Lokale URL Inst.: Zum Volltext

Abstract

Mastering NLP Part 3 elevates your NLP expertise to new heights, focusing on foundational principles and advanced techniques. Segment 1 unravels the practical realm of topic modeling using Scikit, offering a hands-on demonstration with practical examples and insights into this sophisticated technique. Learn how to implement topic modeling effectively with just 100 lines of code. Segment 2 delves into the intricate world of inverted indices, covering this concept's foundations, implementation, and diverse applications. It explains the significance of inverted indices in information retrieval and provides insights into practical implementations, equipping you with a comprehensive understanding crucial for effective information retrieval systems. In the end, this video equips you with practical skills to implement advanced NLP techniques and understand the intricacies of concepts such as inverted indices.