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Spark with Python (PySpark) Tutorial For Beginners
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Mar 6, 2023
In this PySpark Tutorial (Spark with Python) with examples, you will learn what is PySpark?
it’s features, advantages, modules, packages, and how to use RDD & DataFrame with sample examples in Python code.
All Spark examples provided in this PySpark (Spark with Python) tutorial are basic, simple, and easy to practice for beginners who are enthusiastic to learn PySpark and advance their careers in BigData and Machine Learning.
Features
The following are the main features of PySpark.
In-memory computation
Distributed processing using parallelize
Can be used with many cluster managers (Spark, Yarn, Mesos e.t.c)
Fault-tolerant
Immutable
Lazy evaluation
Cache & persistence
Inbuild-optimization when using DataFrames
Supports ANSI SQL
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