Название: Machine Learning with SAS ViyaАвтор: SAS Institute
Издательство: SAS Institute Inc
Год: 2020
Формат: epub
Страниц: 386
Размер: 31.9 Mb
Язык: English
Machine learning can feel intimidating for new practitioners. Machine Learning with SAS® Viya® provides everything you need to know to get started with machine learning in SAS Viya, including decision trees, neural networks, and support vector machines. The analytics life cycle is covered from data preparation and discovery to deployment. Working with open-source code? Machine Learning with SAS® Viya® has you covered – step-by-step instructions are given on how to use SAS Model Manager tools with open source. SAS Model Studio features are highlighted to show how to carry out machine learning in SAS Viya. Demonstrations, practice tasks, and quizzes are included to help sharpen your skills.
In this book, you will learn аbout:
Supervised and unsupervised machine learning
Data preparation and dealing with missing and unstructured data
Model building and selection
Improving and optimizing models
Model deployment and monitoring performance