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PYSPARK End to End Developer Course (Spa...
PYSPARK End to End Developer Course (Spark with Python)
Udemy
Certificate
USD 24.99
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About this course
Introduction to Spark.HDFS CommandsPython Course.Why Spark was developed.What is Spark and its features.Spark Main Components.Introduction to Spark.HDFS CommandsIntroduction to SparkSessionRDD FundamentalsWhat is RDDRDD PropertiesWhen to use RDDRDD ProblemsCreate RDDDifferent Ways to Create RDDsRDD OperationsTransformations - Low LevelTransformations - Join TypesActions - Total AggregationsShuffle and CombinerTransformations - Key AggregationsTransformations - SortingTransformations - RankingTransformations - SetTransformations - SamplingTransformations - PartitionTransformations - RepartitionTransformations - Repartition and SortTransformations - CoalesceTransformations - Repartition Vs CoalesceExtractionSpark Cluster Execution Architecture_Full ArchitectureSpark Cluster Execution Architecture_YARN As Spark Cluster ManagerSpark Cluster Execution Architecture_JVMs across ClustersSpark Cluster Execution Architecture- Commonly Used Terms in Execution FrameworkSpark Cluster Execution Architecture - Narrow and Wide TransformationsSpark Cluster Execution Architecture - DAG SchedulerSpark Cluster Execution Architecture - Task SchedulerRDD PersistenceSpark Shared VariablesSparkSQL ArchitectureDetailed SparkSession FeaturesDataFrame FundamentalsDatatypesDataFrame RowsDataFrame ColumnsDataFrame ETLDataFrame ETL_Introduction to Transformations and ExtractionDataFrame ETL_DataFrame APIs Introduction ExtractionDataFrame ETL_DataFrame APIs SelectionDataFrame ETL_DataFrame APIs Filter or WhereDataFrame ETL_DataFrame APIs SortingDataFrame ETL_DataFrame APIs SetDataFrame ETL_DataFrame
What you'll learn
understand Spark architecture and components
create and manipulate RDDs
perform DataFrame operations
apply Spark SQL for data processing
implement transformations and actions
Skills you'll gain
python
pyspark
big data
data processing
data transformations
dataframes
sql
etl
spark
RDDs
spark architecture
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