Natural Language Processing and Machine Learning for Developers - Softcover

Campesato, Oswald

 
9781683926184: Natural Language Processing and Machine Learning for Developers
Softcover
ISBN 10: 1683926188 ISBN 13: 9781683926184
Publisher: Mercury Learning and Information, 2021

Synopsis

This book is for developers who are looking for an introduction to basic concepts in NLP and machine learning. Numerous code samples and listings are included to support myriad topics. The first two chapters contain introductory material for NumPy and Pandas, followed by chapters on NLP concepts, algorithms and toolkits, machine learning, and NLP applications. The final chapters include examples of NLP tasks using TF2 and Keras, the Transformer architecture, BERT-based models, and the GPT family of models. The appendices contain introductory material (including Python code samples) for various topics, including data and statistics, Python3, regular expressions, Keras, TF2, Matplotlib and Seaborn. Companion files with source code and figures are included.

FEATURES:

  • Covers extensive topics related to natural language processing and machine learning

  • Includes separate appendices on data and statistics, regular expressions, data visualization, Python, Keras, TF2, and more

  • Features companion files with source code and color figures from the book.

The companion files are available online by emailing the publisher with proof of purchase at info@merclearning.com.

"synopsis" may belong to another edition of this title.

About the Author

Oswald Campesato specializes in Deep Learning, Python, Data Science, and generative AI. He is the author/co-author of over forty-five books including Google Gemini for Python, Large Language Models, and GPT-4 for Developers (all Mercury Learning).

"About this title" may belong to another edition of this title.

Publisher
Mercury Learning and Information
Publication date
2021
Language
English
ISBN 10 
1683926188
ISBN 13 
9781683926184
Binding
Paperback
Number of pages
754