By Breck Baldwin, Krishna Dayanidhi
Over 60 powerful recipes to enhance your typical Language Processing (NLP) abilities speedy and effectively
About This Book
- Build potent ordinary language processing applications
- Transit from ad-hoc how to complex computing device studying techniques
- Use complicated strategies reminiscent of logistic regression, conditional random fields, and latent Dirichlet allocation
Who This ebook Is For
This ebook is for skilled Java builders with NLP wishes, even if lecturers, industrialists, or hobbyists. A easy wisdom of NLP terminology can be beneficial.
What you are going to Learn
- Master a wide variety of class innovations for textual content data
- Track humans, strategies, and issues in info, inside of and throughout documents
- Understand the significance of evaluate in production of NLP functions and the way to do it
- Yield top practices for universal text-analytics problems
- Tune structures for top functionality and exchange off a variety of facets of the functionality curve
- Become a grasp in customizing NLP platforms in any respect levels
- Build structures for non-tokenized languages corresponding to chinese language and Japanese
NLP is on the center of net seek, clever own assistants, advertising, and masses extra, and LingPipe is a toolkit for processing textual content utilizing computational linguistics.
This ebook starts off with the foundational yet robust ideas of language id, sentiment classifiers, and assessment frameworks. It is going directly to element the best way to construct a powerful framework to resolve universal NLP difficulties, earlier than finishing with complex innovations for advanced heterogeneous NLP systems.
This is a recipe and educational e-book for skilled Java builders with NLP wishes. A simple wisdom of NLP terminology might be necessary. This e-book will consultant you thru the method of ways to construct NLP apps with minimum fuss and maximal impact.