Natural Language Processing and Machine Learning for Developers


Natural Language Processing and Machine Learning for Developers
by: Oswald Campesato
Publisher Finelybook 出版社:Mercury Learning & Information (30 Aug. 2021)
Language 语言:English
pages 页数:750 pages
ISBN-10 书号:1683926188
ISBN-13 书号:9781683926184
Book Description
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.


下载地址:

Natural Language Processing and Machine Learning for Developers 9781683926184.pdf

赞(0) 觉得文章有用就打赏一下
未经允许不得转载:finelybook » Natural Language Processing and Machine Learning for Developers

觉得文章有用就打赏一下

支付宝扫一扫打赏

微信扫一扫打赏