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Natural Language Processing Fundamentals for Developers (Paperback)
Loot Price: R1,553
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Natural Language Processing Fundamentals for Developers (Paperback)
Expected to ship within 12 - 17 working days
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This book is for developers who are looking for an overview of
basic concepts in Natural Language Processing. It casts a wide net
of techniques to help developers who have a range of technical
backgrounds. Numerous code samples and listings are included to
support myriad topics. The first chapter shows you various details
of managing data that are relevant for NLP. The next pair of
chapters contain NLP concepts, followed by another pair of chapters
with Python code samples to illustrate those NLP concepts. Chapter
6 explores applications, e.g., sentiment analysis, recommender
systems, COVID-19 analysis, spam detection, and a short discussion
regarding chatbots. The final chapter presents the Transformer
architecture, BERT-based models, and the GPT family of models, all
of which were developed during the past three years and considered
SOTA ("state of the art"). The appendices contain introductory
material (including Python code samples) on regular expressions and
probability/statistical concepts. Companion files with source code
and figures are included. FEATURES: Covers extensive topics related
to natural language processing Includes separate appendices on
regular expressions and probability/statistics Features companion
files with source code and figures from the book.
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