Let's start with something simple. One of the most common tasks in machine learning data preparation is string indexing and one-hot encoding of categorical values. Let's see how this can be done.
- 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
Transformers
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