Analyzing big data -- Introduction to data analysis with PySpark -- Recommending music and the audioscrobbler dataset -- Making predictions with decision trees and decision forests -- Anomaly detection with K-means clustering -- Understanding Wikipedia with LDA and Spark NLP -- …
The amount of data being generated today is staggering-- and growing. Apache Spark has emerged as the de facto tool for analyzing big data and is now a critical part of the data science toolbox. Updated for Spark 3.0, this practical guide brings together Spark, statistical met…
The amount of data being generated today is staggering and growing. Apache Spark has emerged as the de facto tool to analyze big data and is now a critical part of the data science toolbox. Updated for Spark 3.0, this practical guide brings together Spark, statistical methods, a…