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Titlebook: Machine Learning with PySpark; With Natural Languag Pramod Singh Book 2022Latest edition Pramod Singh 2022 Machine Learning.PySpark.Python.

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Random Forests Using PySpark,om forests, we must cover the building block of random forests, which is a decision tree. A decision tree can also be used for classification/regression, but in terms of accuracy, random forests do a better job at predictions due to various reasons, which we will cover later in the chapter. Let’s start to learn more about decision trees.
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Clustering in PySpark,and come up with groups within the data. It’s more of an art rather than going after the prediction accuracy. The values within the groups are very similar to each other, whereas any two groups are very distinct from each other. Let’s take an example to understand clustering.
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