Название: Automated Machine Learning in Action
Автор: Qingquan Song, Haifeng Jin and Xia Hu
Издательство: Manning Publications
Год: 2022
Формат: True PDF
Страниц: 338
Размер: 24 Mb
Язык: English

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.
Optimize every stage of your machine learning pipelines with powerful automation components and cutting-edge tools like AutoKeras and Keras Tuner. Automated Machine Learning in Action, filled with hands-on examples 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 that open upon AutoML to non-data scientists, before putting AutoML into practice for image classification, supervised learning, and more.