Python for Natural Language Processing: Programming with NumPy, scikit-learn, Keras, and PyTorch (Cognitive Technologies) free ebook download.

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Python for Natural Language Processing: Programming with NumPy, scikit-learn, Keras, and PyTorch (Cognitive Technologies) free ebook download

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Author(s):	Pierre M. Nugues

Date:	2024	Format:	pdf	Language:	English	ISBN/ASIN:	3031575482
Pages:	545	OCR:		Quality:		ISBN13:
Uploader:	alex21s	Upload Date:	7/15/2024 4:55:19 PM

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3031575482 pdf
3031575482 pdf
Since the last edition of this book (2014), progress has been astonishing in all areas of Natural Language Processing, with recent achievements in Text Generation that spurred a media interest going beyond the traditional academic circles. Text Processing has meanwhile become a mainstream industrial tool that is used, to various extents, by countless companies. As such, a revision of this book was deemed necessary to catch up with the recent breakthroughs, and the author discusses models and architectures that have been instrumental in the recent progress of Natural Language Processing.
As in the first two editions, the intention is to expose the reader to the theories used in Natural Language Processing, and to programming examples that are essential for a deep understanding of the concepts. Although present in the previous two editions, Machine Learning is now even more pregnant, having replaced many of the earlier techniques to process text. Many new techniques build on the availability of text.

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Tags: Cognitive Keras Language Natural NumPy Processing Programming Python PyTorch scikit-learn

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