Introduction to PySpark

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Introduction to PySpark
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Torrent File Content (59 files)

O'Reilly - Introduction to PySpark
01. Introduction
01_01-Introduction And Course Overview.mp4 -

4.45 MB

01_02-About The Author.mp4 -

1.57 MB

01_04-Installing iPython And Using Notebooks.mp4 -

24.16 MB

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_02-Running The Spark Shell.mp4 -

24.76 MB

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_02-Reading A Text File.mp4 -

8.3 MB

03_03-Actions.mp4 -

3.72 MB

03_04-Transformations.mp4 -

5.25 MB

03_05-Persisting Data.mp4 -

8.43 MB

04. Transformations
04_01-Map.mp4 -

5.53 MB

04_02-Filter.mp4 -

7.43 MB

04_03-Flatmap.mp4 -

7.96 MB

04_04-MapPartitions.mp4 -

8.81 MB

04_05-MapPartitionsWithIndex.mp4 -

2.85 MB

04_06-Sample.mp4 -

3.96 MB

04_07-Union.mp4 -

2.15 MB

04_08-Intersection.mp4 -

2.41 MB

04_09-Distinct.mp4 -

4.52 MB

04_10-Cartesian.mp4 -

5.69 MB

04_11-Pipe.mp4 -

6.17 MB

04_12-Coalesce.mp4 -

3.29 MB

04_13-Repartition.mp4 -

3.78 MB

04_14-RepartitionAndSortWithinPartitions.mp4 -

7.34 MB

05. Actions
05_01-Reduce.mp4 -

7.52 MB

05_02-Collect.mp4 -

3.36 MB

05_03-Count.mp4 -

5.49 MB

05_04-First.mp4 -

2.63 MB

05_05-Take.mp4 -

1.93 MB

05_06-TakeSample.mp4 -

6.13 MB

05_07-TakeOrdered.mp4 -

3.89 MB

05_08-SaveAsTextFile.mp4 -

8.51 MB

05_09-CountByKey.mp4 -

4.02 MB

05_10-ForEach.mp4 -

5.75 MB

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

5.54 MB

06_02-ReduceByKey.mp4 -

5.88 MB

06_03-AggregateByKey.mp4 -

7.39 MB

06_04-SortByKey.mp4 -

6.1 MB

06_05-Join.mp4 -

8 MB

06_06-CoGroup.mp4 -

4.85 MB

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

7.22 MB

07_02-Pickle Files.mp4 -

6.39 MB

07_03-HadoopInputFormat.mp4 -

11.54 MB

07_04-HadoopOutputFormat.mp4 -

11.11 MB

08. Performance
08_01-Broadcast Variables.mp4 -

9.61 MB

08_02-Accumulators.mp4 -

9.41 MB

08_03-Using A Custom Accumulator.mp4 -

10.08 MB

08_04-Partitioning.mp4 -

13.64 MB

Description

 							
  
  
  
 
In this Introduction to PySpark training course, expert author Alex Robbins will teach you everything you need to know
about the Spark Python API. This course is designed for users that already have a basic working knowledge of Python.
  You will start by lear