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Data Science and AI
PySpark DataFrames in a Week
Process data too big for a spreadsheet
A one-week classroom course on three programming guides of the Apache Spark 4.3 documentation: the quick start, PySpark, and Spark SQL, DataFrames and Datasets. This course prepares for no exam.
5Modules
IntermediateLevel
1 weekDuration
COURSE THUMBNAIL
What you will be able to do
Start Spark and load data into a DataFrame
Filter, group and aggregate
Query the same data with SQL
Course outline
01
Quick start: running Spark
02
Creating a DataFrame
03
Selecting, filtering and grouping
04
Spark SQL
05
Reading and writing files
Tools you will use
Apache SparkPySparkSpark SQL
What you need
Basic Python and SQL
