Let's start with an example to exemplify how Apache SystemML works internally. Consider a recommender system.
A cost-based optimizer for machine learning algorithms
by Romeo Kienzler
Mastering Apache Spark 2.x - Second Edition
- Preface
- A First Taste and What’s New in Apache Spark V2
- Apache Spark SQL
- The Catalyst Optimizer
- Project Tungsten
- Apache Spark Streaming
- Structured Streaming
- Apache Spark MLlib
- Apache SparkML
- Apache SystemML
- Deep Learning on Apache Spark with DeepLearning4j and H2O
- Apache Spark GraphX
- Apache Spark GraphFrames
- Apache Spark with Jupyter Notebooks on IBM DataScience Experience
- Apache Spark on Kubernetes
A cost-based optimizer for machine learning algorithms
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