Automated Machine Learning in Action (Paperback)

Optimize every stage of your machine learning pipelines with powerful automation components and cutting-edge tools like AutoKeras and KerasTuner. Automated Machine Learning in Action, filled with hands-onexamples and written in an accessible style, reveals how premade machine learning components can automate time-consuming ML tasks. Automated Machine Learning in Action teaches you to automate selecting the best machine learning models or data preparation methods for your own machine learning tasks, so your pipelines tune themselves without needing constant input. You'll quickly run through machine learning basics thatopen upon AutoML to non-data scientists, before putting AutoML into practicefor image classification, supervised learning, and more. Automated machine learning (AutoML) automates complex andtime-consuming stages in a machine learning pipeline with pre packaged optimal solutions. This frees up data scientists from data processing and manualtuning, and lets domain experts easily apply machine learning models to their projects.

General

Imprint:	Manning Publications
Country of origin:	United States
Release date:	June 2022
First published:	2022
Authors:	Qingquan Song • Haifeng Jin • Xia Hu
Dimensions:	234 x 186 x 22mm (L x W x T)
Format:	Paperback
Pages:	300
ISBN-13:	978-1-61729-805-9
Categories:	Books > Computing & IT > Computer programming > Software engineering Books > Computing & IT > Applications of computing > Artificial intelligence > Machine learning Books > Computing & IT > Applications of computing > Artificial intelligence > Natural language & machine translation
LSN:	1-61729-805-0
Barcode:	9781617298059

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