Book
Machine Learning with Spark
Spark ML is the machine learning module of Spark. It uses in-memory RDDs to process machine learning models faster for clustering, classification, and regression.
Offered by
Difficulty Level
Intermediate
Completion Time
17h44m
Language
English
About Book
Who Is This Book For?
If you have a basic knowledge of machine learning and want to implement various machine-learning concepts in the context of Spark ML, this book is for you. You should be well versed with the Scala and Python languages.
Machine Learning with Spark
- About Book
- Who Is This Book For?
- Book Content
Book content
chapters • 17h44m total length
Getting Up and Running with Spark
Maths 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
Related Resources
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