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O'Reilly - Introduction to PySpark

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File Name
Size
01. Introduction/01_01-Introduction And Course Overview.mp4
4.5 MB
01. Introduction/01_02-About The Author.mp4
1.6 MB
01. Introduction/01_04-Installing iPython And Using Notebooks.mp4
24 MB
01. Introduction/01_05-How To Access Your Working Files.mp4
26 MB
02. Installing Spark/02_01-Download And Setup.mp4
6.6 MB
02. Installing Spark/02_02-Running The Spark Shell.mp4
25 MB
02. Installing Spark/02_03-Running The Spark Shell With iPython.mp4
14 MB
03. Spark Fundamentals/03_01-What Is A Resilient Distributed Dataset RDD.mp4
10 MB
03. Spark Fundamentals/03_02-Reading A Text File.mp4
8.3 MB
03. Spark Fundamentals/03_03-Actions.mp4
3.7 MB
03. Spark Fundamentals/03_04-Transformations.mp4
5.3 MB
03. Spark Fundamentals/03_05-Persisting Data.mp4
8.4 MB
04. Transformations/04_01-Map.mp4
5.5 MB
04. Transformations/04_02-Filter.mp4
7.4 MB
04. Transformations/04_03-Flatmap.mp4
8.0 MB
04. Transformations/04_04-MapPartitions.mp4
8.8 MB
04. Transformations/04_05-MapPartitionsWithIndex.mp4
2.9 MB
04. Transformations/04_06-Sample.mp4
4.0 MB
04. Transformations/04_07-Union.mp4
2.2 MB
04. Transformations/04_08-Intersection.mp4
2.4 MB
04. Transformations/04_09-Distinct.mp4
4.5 MB
04. Transformations/04_10-Cartesian.mp4
5.7 MB
04. Transformations/04_11-Pipe.mp4
6.2 MB
04. Transformations/04_12-Coalesce.mp4
3.3 MB
04. Transformations/04_13-Repartition.mp4
3.8 MB
04. Transformations/04_14-RepartitionAndSortWithinPartitions.mp4
7.3 MB
05. Actions/05_01-Reduce.mp4
7.5 MB
05. Actions/05_02-Collect.mp4
3.4 MB
05. Actions/05_03-Count.mp4
5.5 MB
05. Actions/05_04-First.mp4
2.6 MB
05. Actions/05_05-Take.mp4
1.9 MB
05. Actions/05_06-TakeSample.mp4
6.1 MB
05. Actions/05_07-TakeOrdered.mp4
3.9 MB
05. Actions/05_08-SaveAsTextFile.mp4
8.5 MB
05. Actions/05_09-CountByKey.mp4
4.0 MB
05. Actions/05_10-ForEach.mp4
5.7 MB
06. KeyValue Pair RDDs/06_01-GroupByKey.mp4
5.5 MB
06. KeyValue Pair RDDs/06_02-ReduceByKey.mp4
5.9 MB
06. KeyValue Pair RDDs/06_03-AggregateByKey.mp4
7.4 MB
06. KeyValue Pair RDDs/06_04-SortByKey.mp4
6.1 MB
06. KeyValue Pair RDDs/06_05-Join.mp4
8.0 MB
06. KeyValue Pair RDDs/06_06-CoGroup.mp4
4.9 MB
07. Input And Output/07_01-WholeTextFile.mp4
7.2 MB
07. Input And Output/07_02-Pickle Files.mp4
6.4 MB
07. Input And Output/07_03-HadoopInputFormat.mp4
12 MB
07. Input And Output/07_04-HadoopOutputFormat.mp4
11 MB
08. Performance/08_01-Broadcast Variables.mp4
9.6 MB
08. Performance/08_02-Accumulators.mp4
9.4 MB
08. Performance/08_03-Using A Custom Accumulator.mp4
10 MB
08. Performance/08_04-Partitioning.mp4
14 MB
09. Running On A Cluster/09_01-Spark Standalone Cluster.mp4
17 MB
09. Running On A Cluster/09_02-Mesos.mp4
9.1 MB
09. Running On A Cluster/09_03-Yarn.mp4
4.5 MB
09. Running On A Cluster/09_04-Client Versus Cluster Mode.mp4
5.6 MB
10. Advanced Spark/10_01-Spark Streaming.mp4
9.6 MB
10. Advanced Spark/10_02-Dataframes And SQL.mp4
7.3 MB
11. Conclusion/11_01-Resources And Where To Go From Here.mp4
3.0 MB
11. Conclusion/11_02-Wrap Up.mp4
3.1 MB
Working Files/Introduction_to_PySpark_Working_Files.zip
47 kB