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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 /
LDR:01684cam a2200253 a 450 001 1000116901
003 OCoLC
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008 200603s2020 caua 001 0 eng d
015 $a GBC0C4822 $2 bnb
016 7 $a 019897980 $2 Uk
020 $a 9781492078197 (pbk.) : $c NT1571
020 $a 1492078190 (pbk.)
035 $a (OCoLC)1155948044
035 $a on1155948044
040 $a YDX $b eng $c YDX $d BDX $d UKMGB $d OCLCO $d OCLCF $d CDX $d BUF
042 $a pcc
050 # 4 $a Q325.5 $b .M66 2020
082 0 4 $a 006.31 $2 23
100 1 $a Moroney, Laurence, $e author. $3 1000140486
245 1 0 $a AI and machine learning for coders : $b a programmer's guide to artificial intelligence / $c Laurence Moroney.
250 $a 1st ed.
260 # $a Sebastopol, CA : $b O'Reilly, $c 2020.
300 $a xix, 367,[1] p. : $b ill. ; $c 24 cm.
500 $a Includes index.
505 0 # $a 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.
650 # 0 $a Machine learning. $3 147118
650 # 0 $a Artificial intelligence. $3 148186

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