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Reilly Introduction to PySpark

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O'Reilly - Introduction to PySpark

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Total Size

456.4 MB

Total Files

59

Hash

A6D5756D8DFA38FC1E0855ECDBCFE93ABA6BC4F3

/01. Introduction/

01_01-Introduction And Course Overview.mp4

4.7 MB

01_02-About The Author.mp4

1.6 MB

01_04-Installing iPython And Using Notebooks.mp4

25.3 MB

01_05-How To Access Your Working Files.mp4

27.7 MB

/02. Installing Spark/

02_01-Download And Setup.mp4

6.9 MB

02_02-Running The Spark Shell.mp4

26.0 MB

02_03-Running The Spark Shell With iPython.mp4

15.0 MB

/03. Spark Fundamentals/

03_01-What Is A Resilient Distributed Dataset RDD.mp4

10.6 MB

03_02-Reading A Text File.mp4

8.7 MB

03_03-Actions.mp4

3.9 MB

03_04-Transformations.mp4

5.5 MB

03_05-Persisting Data.mp4

8.8 MB

/04. Transformations/

04_01-Map.mp4

5.8 MB

04_02-Filter.mp4

7.8 MB

04_03-Flatmap.mp4

8.3 MB

04_04-MapPartitions.mp4

9.2 MB

04_05-MapPartitionsWithIndex.mp4

3.0 MB

04_06-Sample.mp4

4.2 MB

04_07-Union.mp4

2.3 MB

04_08-Intersection.mp4

2.5 MB

04_09-Distinct.mp4

4.7 MB

04_10-Cartesian.mp4

6.0 MB

04_11-Pipe.mp4

6.5 MB

04_12-Coalesce.mp4

3.5 MB

04_13-Repartition.mp4

4.0 MB

04_14-RepartitionAndSortWithinPartitions.mp4

7.7 MB

/05. Actions/

05_01-Reduce.mp4

7.9 MB

05_02-Collect.mp4

3.5 MB

05_03-Count.mp4

5.8 MB

05_04-First.mp4

2.8 MB

05_05-Take.mp4

2.0 MB

05_06-TakeSample.mp4

6.4 MB

05_07-TakeOrdered.mp4

4.1 MB

05_08-SaveAsTextFile.mp4

8.9 MB

05_09-CountByKey.mp4

4.2 MB

05_10-ForEach.mp4

6.0 MB

/06. KeyValue Pair RDDs/

06_01-GroupByKey.mp4

5.8 MB

06_02-ReduceByKey.mp4

6.2 MB

06_03-AggregateByKey.mp4

7.7 MB

06_04-SortByKey.mp4

6.4 MB

06_05-Join.mp4

8.4 MB

06_06-CoGroup.mp4

5.1 MB

/07. Input And Output/

07_01-WholeTextFile.mp4

7.6 MB

07_02-Pickle Files.mp4

6.7 MB

07_03-HadoopInputFormat.mp4

12.1 MB

07_04-HadoopOutputFormat.mp4

11.7 MB

/08. Performance/

08_01-Broadcast Variables.mp4

10.1 MB

08_02-Accumulators.mp4

9.9 MB

08_03-Using A Custom Accumulator.mp4

10.6 MB

08_04-Partitioning.mp4

14.3 MB

/09. Running On A Cluster/

09_01-Spark Standalone Cluster.mp4

17.9 MB

09_02-Mesos.mp4

9.5 MB

09_03-Yarn.mp4

4.7 MB

09_04-Client Versus Cluster Mode.mp4

5.9 MB

/10. Advanced Spark/

10_01-Spark Streaming.mp4

10.1 MB

10_02-Dataframes And SQL.mp4

7.6 MB

/11. Conclusion/

11_01-Resources And Where To Go From Here.mp4

3.1 MB

11_02-Wrap Up.mp4

3.3 MB

/Working Files/

Introduction_to_PySpark_Working_Files.zip

48.3 KB

 

Total files 59


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