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O'Reilly - Introduction to PySpark

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A6D5756D8DFA38FC1E0855ECDBCFE93ABA6BC4F3

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Content Size:

435.3MB

Convert On:

2016-03-07

Keywords:

Reilly Introduction to PySpark

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File Name

Size

01. Introduction/01_01-Introduction And Course Overview.mp4

4.45MB

01. Introduction/01_02-About The Author.mp4

1.57MB

01. Introduction/01_04-Installing iPython And Using Notebooks.mp4

24.16MB

01. Introduction/01_05-How To Access Your Working Files.mp4

26.38MB

02. Installing Spark/02_01-Download And Setup.mp4

6.62MB

02. Installing Spark/02_02-Running The Spark Shell.mp4

24.76MB

02. Installing Spark/02_03-Running The Spark Shell With iPython.mp4

14.33MB

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

10.08MB

03. Spark Fundamentals/03_02-Reading A Text File.mp4

8.3MB

03. Spark Fundamentals/03_03-Actions.mp4

3.72MB

03. Spark Fundamentals/03_04-Transformations.mp4

5.25MB

03. Spark Fundamentals/03_05-Persisting Data.mp4

8.43MB

04. Transformations/04_01-Map.mp4

5.53MB

04. Transformations/04_02-Filter.mp4

7.43MB

04. Transformations/04_03-Flatmap.mp4

7.96MB

04. Transformations/04_04-MapPartitions.mp4

8.81MB

04. Transformations/04_05-MapPartitionsWithIndex.mp4

2.85MB

04. Transformations/04_06-Sample.mp4

3.96MB

04. Transformations/04_07-Union.mp4

2.15MB

04. Transformations/04_08-Intersection.mp4

2.41MB

04. Transformations/04_09-Distinct.mp4

4.52MB

04. Transformations/04_10-Cartesian.mp4

5.69MB

04. Transformations/04_11-Pipe.mp4

6.17MB

04. Transformations/04_12-Coalesce.mp4

3.29MB

04. Transformations/04_13-Repartition.mp4

3.78MB

04. Transformations/04_14-RepartitionAndSortWithinPartitions.mp4

7.34MB

05. Actions/05_01-Reduce.mp4

7.52MB

05. Actions/05_02-Collect.mp4

3.36MB

05. Actions/05_03-Count.mp4

5.49MB

05. Actions/05_04-First.mp4

2.63MB

05. Actions/05_05-Take.mp4

1.93MB

05. Actions/05_06-TakeSample.mp4

6.13MB

05. Actions/05_07-TakeOrdered.mp4

3.89MB

05. Actions/05_08-SaveAsTextFile.mp4

8.51MB

05. Actions/05_09-CountByKey.mp4

4.02MB

05. Actions/05_10-ForEach.mp4

5.75MB

06. KeyValue Pair RDDs/06_01-GroupByKey.mp4

5.54MB

06. KeyValue Pair RDDs/06_02-ReduceByKey.mp4

5.88MB

06. KeyValue Pair RDDs/06_03-AggregateByKey.mp4

7.39MB

06. KeyValue Pair RDDs/06_04-SortByKey.mp4

6.1MB

06. KeyValue Pair RDDs/06_05-Join.mp4

8MB

06. KeyValue Pair RDDs/06_06-CoGroup.mp4

4.85MB

07. Input And Output/07_01-WholeTextFile.mp4

7.22MB

07. Input And Output/07_02-Pickle Files.mp4

6.39MB

07. Input And Output/07_03-HadoopInputFormat.mp4

11.54MB

07. Input And Output/07_04-HadoopOutputFormat.mp4

11.11MB

08. Performance/08_01-Broadcast Variables.mp4

9.61MB

08. Performance/08_02-Accumulators.mp4

9.41MB

08. Performance/08_03-Using A Custom Accumulator.mp4

10.08MB

08. Performance/08_04-Partitioning.mp4

13.64MB

09. Running On A Cluster/09_01-Spark Standalone Cluster.mp4

17.06MB

09. Running On A Cluster/09_02-Mesos.mp4

9.1MB

09. Running On A Cluster/09_03-Yarn.mp4

4.5MB

09. Running On A Cluster/09_04-Client Versus Cluster Mode.mp4

5.64MB

10. Advanced Spark/10_01-Spark Streaming.mp4

9.65MB

10. Advanced Spark/10_02-Dataframes And SQL.mp4

7.26MB

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

3MB

11. Conclusion/11_02-Wrap Up.mp4

3.11MB

Working Files/Introduction_to_PySpark_Working_Files.zip

47.17KB

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