Book

PySpark Cookbook

This cookbook presents recipes on leveraging the power of Python and putting it to use in the Apache Spark ecosystem. By the end of this book, you will be able to solve any problem associated with building effective, data-intensive applications and performing machine learning and structured streaming using PySpark.

Offered byPackt Logo

Difficulty Level
Intermediate
Completion Time
11h approx.
Language
English
Certification
Not available

About Course

Book Content

chapters 11h total length

1. Spark installation and configuration
2. Abstracting data with RDDs
3. Abstracting data with DataFrames
4. Preparing data for modeling
5. Machine Learning with MLLib
6. Machine Learning with ML module
7. Structured streaming with PySpark
8. GraphFrames - Graph Theory with PySpark

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