This book will teach you about popular machine learning algorithms and their implementation. You will learn how various machine learning concepts are implemented in the context of Spark ML. You will start by installing Spark in a single and multinode cluster. Next you’ll see how to execute Scala and Python based programs for Spark ML. Then we will take a few datasets and go deeper into clustering, classification, and regression. Toward the end, we will also cover text processing using Spark ML.
Once you have learned the concepts, they can be applied to implement algorithms in either green-field implementations or to migrate existing systems to this new platform. You can migrate from Mahout or Scikit to use Spark ML.
By the end of this book, you will acquire the skills to leverage Spark’s features to create your own scalable machine learning applications and power a modern data-driven business.
Rajdeep Dua & Manpreet Singh Ghotra
Machine Learning with Spark
Develop intelligent, distributed machine learning systems
Machine Learning with Spark
Develop intelligent, distributed machine learning systems
Dil İngilizce ● Biçim EPUB ● Sayfalar 532 ● ISBN 9781785886423 ● Dosya boyutu 21.1 MB ● Yayımcı Packt Publishing ● Kent Jakarta ● Ülke ID ● Yayınlanan 2017 ● İndirilebilir 24 aylar ● Döviz EUR ● Kimlik 5387946 ● Kopya koruma olmadan