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01. Introduction/01_01-Introduction And Course Overview.mp4 4.45 MB
01. Introduction/01_02-About The Author.mp4 1.57 MB
01. Introduction/01_04-Installing iPython And Using Notebooks.mp4 24.16 MB
01. Introduction/01_05-How To Access Your Working Files.mp4 26.38 MB
02. Installing Spark/02_01-Download And Setup.mp4 6.62 MB
02. Installing Spark/02_02-Running The Spark Shell.mp4 24.76 MB
02. Installing Spark/02_03-Running The Spark Shell With iPython.mp4 14.33 MB
03. Spark Fundamentals/03_01-What Is A Resilient Distributed Dataset RDD.mp4 10.08 MB
03. Spark Fundamentals/03_02-Reading A Text File.mp4 8.3 MB
03. Spark Fundamentals/03_03-Actions.mp4 3.72 MB
03. Spark Fundamentals/03_04-Transformations.mp4 5.25 MB
03. Spark Fundamentals/03_05-Persisting Data.mp4 8.43 MB
04. Transformations/04_01-Map.mp4 5.53 MB
04. Transformations/04_02-Filter.mp4 7.43 MB
04. Transformations/04_03-Flatmap.mp4 7.96 MB
04. Transformations/04_04-MapPartitions.mp4 8.81 MB
04. Transformations/04_05-MapPartitionsWithIndex.mp4 2.85 MB
04. Transformations/04_06-Sample.mp4 3.96 MB
04. Transformations/04_07-Union.mp4 2.15 MB
04. Transformations/04_08-Intersection.mp4 2.41 MB
04. Transformations/04_09-Distinct.mp4 4.52 MB
04. Transformations/04_10-Cartesian.mp4 5.69 MB
04. Transformations/04_11-Pipe.mp4 6.17 MB
04. Transformations/04_12-Coalesce.mp4 3.29 MB
04. Transformations/04_13-Repartition.mp4 3.78 MB
04. Transformations/04_14-RepartitionAndSortWithinPartitions.mp4 7.34 MB
05. Actions/05_01-Reduce.mp4 7.52 MB
05. Actions/05_02-Collect.mp4 3.36 MB
05. Actions/05_03-Count.mp4 5.49 MB
05. Actions/05_04-First.mp4 2.63 MB
05. Actions/05_05-Take.mp4 1.93 MB
05. Actions/05_06-TakeSample.mp4 6.13 MB
05. Actions/05_07-TakeOrdered.mp4 3.89 MB
05. Actions/05_08-SaveAsTextFile.mp4 8.51 MB
05. Actions/05_09-CountByKey.mp4 4.02 MB
05. Actions/05_10-ForEach.mp4 5.75 MB
06. KeyValue Pair RDDs/06_01-GroupByKey.mp4 5.54 MB
06. KeyValue Pair RDDs/06_02-ReduceByKey.mp4 5.88 MB
06. KeyValue Pair RDDs/06_03-AggregateByKey.mp4 7.39 MB
06. KeyValue Pair RDDs/06_04-SortByKey.mp4 6.1 MB
06. KeyValue Pair RDDs/06_05-Join.mp4 8 MB
06. KeyValue Pair RDDs/06_06-CoGroup.mp4 4.85 MB
07. Input And Output/07_01-WholeTextFile.mp4 7.22 MB
07. Input And Output/07_02-Pickle Files.mp4 6.39 MB
07. Input And Output/07_03-HadoopInputFormat.mp4 11.54 MB
07. Input And Output/07_04-HadoopOutputFormat.mp4 11.11 MB
08. Performance/08_01-Broadcast Variables.mp4 9.61 MB
08. Performance/08_02-Accumulators.mp4 9.41 MB
08. Performance/08_03-Using A Custom Accumulator.mp4 10.08 MB
08. Performance/08_04-Partitioning.mp4 13.64 MB
09. Running On A Cluster/09_01-Spark Standalone Cluster.mp4 17.06 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 5.64 MB
10. Advanced Spark/10_01-Spark Streaming.mp4 9.65 MB
10. Advanced Spark/10_02-Dataframes And SQL.mp4 7.26 MB
11. Conclusion/11_01-Resources And Where To Go From Here.mp4 3 MB
11. Conclusion/11_02-Wrap Up.mp4 3.11 MB
Working Files/Introduction_to_PySpark_Working_Files.zip 47.17 KB
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