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Natural Language Processing using R Pocket Primer. Learn Essential NLP Techniques and Tools for Developers Mercury Learning and Information, Oswald Campesato

(ebook) (audiobook) (audiobook) Książka w języku angielskim
Natural Language Processing using R Pocket Primer. Learn Essential NLP Techniques and Tools for Developers Mercury Learning and Information, Oswald Campesato - okladka książki

Natural Language Processing using R Pocket Primer. Learn Essential NLP Techniques and Tools for Developers Mercury Learning and Information, Oswald Campesato - okladka książki

Natural Language Processing using R Pocket Primer. Learn Essential NLP Techniques and Tools for Developers Mercury Learning and Information, Oswald Campesato - audiobook MP3

Natural Language Processing using R Pocket Primer. Learn Essential NLP Techniques and Tools for Developers Mercury Learning and Information, Oswald Campesato - audiobook CD

Autorzy:
Mercury Learning and Information, Oswald Campesato
Ocena:
Bądź pierwszym, który oceni tę książkę
Stron:
266
Dostępne formaty:
     PDF
     ePub
This book is for developers seeking an overview of basic concepts in Natural Language Processing (NLP). It caters to a technical audience, offering numerous code samples and listings to illustrate the wide range of topics covered. The journey begins with managing data relevant to NLP, followed by two chapters on fundamental NLP concepts. This foundation is reinforced with Python code samples that bring these concepts to life.
The book then delves into practical NLP applications, such as sentiment analysis, recommender systems, COVID-19 analysis, spam detection, and chatbots. These examples provide real-world context and demonstrate how NLP techniques can be applied to solve common problems. The final chapter introduces advanced topics, including the Transformer architecture, BERT-based models, and the GPT family, highlighting the latest state-of-the-art developments in the field.
Appendices offer additional resources, including Python code samples on regular expressions and probability/statistical concepts, ensuring a well-rounded understanding. Companion files with source code and figures enhance the learning experience, making this book a comprehensive guide for mastering NLP techniques and applications.

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O autorach książki

MERCURY LEARNING and INFORMATION publishes content in the areas of science and medicine, technology and computing, engineering, and mathematics designed for the professional/reference, trade, library, higher education, career school, and online training markets.
Oswald Campesato specializes in Deep Learning, Python, Data Science, and generative AI. He is the author/co-author of over forty books including Google Gemini for Python, Data Cleaning, and GPT-4 for Developers (all Mercury Learning).

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