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AI and machine learning for coders :a programmer's guide to artificial intelligence /
紀錄類型:
書目-語言資料,印刷品 : 單行本
正題名/作者:
AI and machine learning for coders :/ Laurence Moroney.
其他題名:
a programmer's guide to artificial intelligence /
作者:
Moroney, Laurence,
出版者:
Sebastopol, CA :O'Reilly,2020.
面頁冊數:
xix, 367,[1] p. :ill. ;24 cm.
附註:
Includes index.
標題:
Machine learning. -
ISBN:
9781492078197 (pbk.) :
ISBN:
1492078190 (pbk.)
AI and machine learning for coders :a programmer's guide to artificial intelligence /
Moroney, Laurence,
AI and machine learning for coders :
a programmer's guide to artificial intelligence /Laurence Moroney. - 1st ed. - Sebastopol, CA :O'Reilly,2020. - xix, 367,[1] p. :ill. ;24 cm.
Includes index.
Building models. Introduction to TensorFlow -- Introduction to computer vision -- Going beyond the basics: detecting features in images -- Using public datasets with TensorFlow datasets -- Introduction to natural language processing -- Making sentiment programmable using embeddings -- Recurrent neural networks for natural language processing -- Using TensorFlow to create text -- Understanding sequence and time series data -- Creating ML models to predict sequences -- Using convolutional and recurrent methods for sequence models -- Using models. An introduction to TensorFlow Lite -- Using TensorFlow Lite in Android apps -- Using TensorFlow Lite in iOS apps -- An introduction to TensorFlow.js -- Coding techniques for computer vision in TensorFlow.js -- Reusing and converting Python models to JavaScript -- Transfer learning in JavaScript -- Deployment with TensorFlow serving -- AI ethics, fairness and privacy.
ISBN: 9781492078197 (pbk.) :NT1571
Nat. Bib. No.: GBC0C4822bnb
Nat. Bib. Agency Control No.: 019897980UkSubjects--Topical Terms:
147118
Machine learning.
LC Class. No.: Q325.5 / .M66 2020
Dewey Class. No.: 006.31
AI and machine learning for coders :a programmer's guide to artificial intelligence /
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