Getting Started with Natural Language Processing (Final Release) (Ekaterina Kochmar) (Z-Library)

Author： Ekaterina Kochmar

Essential Natural Language Processing is a hands-on guide filled with everything you need to get started with NLP in a friendly, understandable tutorial. Full of Python code and hands-on projects, each chapter provides a concrete example with practical techniques that you can put into practice right away. By following the numerous Python-based examples and real-world case studies, you’ll apply NLP to search applications, extracting meaning from text, sentiment analysis, user profiling, and more. When you’re done, you’ll have a solid grounding in NLP that will serve as a foundation for further learning. Hit the ground running with this in-depth introduction to the NLP skills and techniques that allow your computers to speak human. In Getting Started with Natural Language Processing you’ll learn about: • Fundamental concepts and algorithms of NLP • Useful Python libraries for NLP • Building a search algorithm • Extracting information from raw text • Predicting sentiment of an input text • Author profiling • Topic labeling • Named entity recognition