By Steven Bird,Ewan Klein,Edward Loper
This e-book bargains a hugely available creation to traditional language processing, the sphere that helps various language applied sciences, from predictive textual content and electronic mail filtering to computerized summarization and translation. With it, you are going to methods to write Python courses that paintings with huge collections of unstructured textual content. you are going to entry richly annotated datasets utilizing a accomplished variety of linguistic info constructions, and you may comprehend the most algorithms for studying the content material and constitution of written communication.
Packed with examples and routines, Natural Language Processing with Python might help you:
- Extract details from unstructured textual content, both to wager the subject or determine "named entities"
- Analyze linguistic constitution in textual content, together with parsing and semantic analysis
- Access renowned linguistic databases, together with WordNet and treebanks
- Integrate concepts drawn from fields as assorted as linguistics and synthetic intelligence
This e-book can assist you achieve functional abilities in usual language processing utilizing the Python programming language and the common Language Toolkit (NLTK) open resource library. if you are attracted to constructing internet functions, interpreting multilingual information resources, or documenting endangered languages -- or in case you are easily curious to have a programmer's standpoint on how human language works -- you will find Natural Language Processing with Python either attention-grabbing and immensely useful.