Machine Learning with Spark – Second Edition 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. (Limited-time offer)
Table of Contents
- A Gentle Introduction to Machine Learning
- Getting Up and Running with Spark
- Math for Machine Learning
- Designing a Machine Learning System
- Obtaining, Processing, and Preparing Data with Spark
- Building a Recommendation Engine with Spark
- Building a Classification Model with Spark
- Building a Regression Model with Spark
- Building a Clustering Model with Spark
- Dimensionality Reduction with Spark
- Advanced Text Processing with Spark
- Real-Time Machine Learning with Spark Streaming
- Pipeline APIs for Spark ML
Download Free PDF / Read Online
Author(s): Rajdeep Dua, Manpreet Singh Ghotra, Nick Pentreath
Publisher: Packt Publishing
Published: April 2017
Format(s): Online
File size: –
Number of pages: 532
Download / View Link(s): This offer has ended.
Free as of 01/26/2023.
Publisher: Packt Publishing
Published: April 2017
Format(s): Online
File size: –
Number of pages: 532
Download / View Link(s): This offer has ended.
Free as of 01/26/2023.