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TORRENT DETAILS
Udemy - Apache Spark 2.0 With Java -Learn Spark From A Big Data Guru
TORRENT SUMMARY
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Learn analyzing large data sets with Apache Spark by 10+ hands-on examples. Take your big data skills to the next level.
What you'll learn
An overview of the architecture of Apache Spark.
Work with Apache Spark's primary abstraction, resilient distributed datasets(RDDs) to process and analyze large data sets.
Develop Apache Spark 2.0 applications using RDD transformations and actions and Spark SQL.
Scale up Spark applications on a Hadoop YARN cluster through Amazon's Elastic MapReduce service.
Analyze structured and semi-structured data using Datasets and DataFrames, and develop a thorough understanding about Spark SQL.
Share information across different nodes on a Apache Spark cluster by broadcast variables and accumulators.
Advanced techniques to optimize and tune Apache Spark jobs by partitioning, caching and persisting RDDs.
Best practices of working with Apache Spark in the field.
Requirements
A computer running Windows, OSX or Linux
Previous Java programming skills
Java 8 experience is preferred but NOT required
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FILE LIST
Filename
Size
~Get Your Files Here !/1 - Get Started with Apache Spark/1 - Course Overview English.srt
5.2 KB
~Get Your Files Here !/1 - Get Started with Apache Spark/1 - Course Overview.mp4
13.2 MB
~Get Your Files Here !/1 - Get Started with Apache Spark/10 - Set up Spark project with Eclipse English.srt
2.6 KB
~Get Your Files Here !/1 - Get Started with Apache Spark/10 - Set up Spark project with Eclipse.mp4
6.8 MB
~Get Your Files Here !/1 - Get Started with Apache Spark/11 - Text lecture Set up Spark project with Eclipse.html
542 B
~Get Your Files Here !/1 - Get Started with Apache Spark/12 - Run our first Spark job English.srt
3.5 KB
~Get Your Files Here !/1 - Get Started with Apache Spark/12 - Run our first Spark job.mp4
14.8 MB
~Get Your Files Here !/1 - Get Started with Apache Spark/13 - Trouble shooting running Hadoop on Windows.html
1.9 KB
~Get Your Files Here !/1 - Get Started with Apache Spark/2 - How to Take this Course and How to Get Support English.srt
2 KB
~Get Your Files Here !/1 - Get Started with Apache Spark/2 - How to Take this Course and How to Get Support.mp4
5.1 MB
~Get Your Files Here !/1 - Get Started with Apache Spark/3 - Text Lecture How to Take this Course and How to Get Support.html
203 B
~Get Your Files Here !/1 - Get Started with Apache Spark/4 - Introduction to Spark English.srt
3 KB
~Get Your Files Here !/1 - Get Started with Apache Spark/4 - Introduction to Spark.mp4
4.7 MB
~Get Your Files Here !/1 - Get Started with Apache Spark/5 - Apache-Spark-with-Java-Slides.pdf
6.3 MB
~Get Your Files Here !/1 - Get Started with Apache Spark/5 - Sides.html
130 B
~Get Your Files Here !/1 - Get Started with Apache Spark/6 - Java 9 Warning.html
83 B
~Get Your Files Here !/1 - Get Started with Apache Spark/7 - Install Java and Git English.srt
5.4 KB
~Get Your Files Here !/1 - Get Started with Apache Spark/7 - Install Java and Git.mp4
21.9 MB
~Get Your Files Here !/1 - Get Started with Apache Spark/8 - Source Code.html
268 B
~Get Your Files Here !/1 - Get Started with Apache Spark/9 - Set up Spark project with IntelliJ IDEA English.srt
9 KB
~Get Your Files Here !/1 - Get Started with Apache Spark/9 - Set up Spark project with IntelliJ IDEA.mp4
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~Get Your Files Here !/2 - RDD/14 - RDD Basics English.srt
3.3 KB
~Get Your Files Here !/2 - RDD/14 - RDD Basics.mp4
4.4 MB
~Get Your Files Here !/2 - RDD/15 - Create RDDs English.srt
3.1 KB
~Get Your Files Here !/2 - RDD/15 - Create RDDs.mp4
5.6 MB
~Get Your Files Here !/2 - RDD/16 - Text Lecture Create RDDs.html
367 B
~Get Your Files Here !/2 - RDD/17 - Map and Filter Transformation English.srt
10.9 KB
~Get Your Files Here !/2 - RDD/17 - Map and Filter Transformation.mp4
54.6 MB
~Get Your Files Here !/2 - RDD/18 - Solution to Airports by Latitude Problem English.srt
1.5 KB
~Get Your Files Here !/2 - RDD/18 - Solution to Airports by Latitude Problem.mp4
11.7 MB
~Get Your Files Here !/2 - RDD/19 - FlatMap Transformation English.srt
8.3 KB
~Get Your Files Here !/2 - RDD/19 - FlatMap Transformation.mp4
32.5 MB
~Get Your Files Here !/2 - RDD/20 - Text Lectures flatMap Transformation.html
216 B
~Get Your Files Here !/2 - RDD/21 - Set Operation English.srt
9.4 KB
~Get Your Files Here !/2 - RDD/21 - Set Operation.mp4
36.7 MB
~Get Your Files Here !/2 - RDD/22 - Sampling With Replacement and Sampling Without Replacement.html
268 B
~Get Your Files Here !/2 - RDD/23 - Solution for the Same Hosts Problem.html
844 B
~Get Your Files Here !/2 - RDD/24 - Actions English.srt
9.3 KB
~Get Your Files Here !/2 - RDD/24 - Actions.mp4
41.1 MB
~Get Your Files Here !/2 - RDD/25 - Solution to Sum of Numbers Problem English.srt
2 KB
~Get Your Files Here !/2 - RDD/25 - Solution to Sum of Numbers Problem.mp4
6.7 MB
~Get Your Files Here !/2 - RDD/26 - Important Aspects about RDD English.srt
2 KB
~Get Your Files Here !/2 - RDD/26 - Important Aspects about RDD.mp4
2.8 MB
~Get Your Files Here !/2 - RDD/27 - Summary of RDD Operations English.srt
3.2 KB
~Get Your Files Here !/2 - RDD/27 - Summary of RDD Operations.mp4
7.1 MB
~Get Your Files Here !/2 - RDD/28 - Caching and Persistence English.srt
6.8 KB
~Get Your Files Here !/2 - RDD/28 - Caching and Persistence.mp4
16 MB
~Get Your Files Here !/3 - Spark Architecture and Components/29 - Spark Architecture English.srt
3.9 KB
~Get Your Files Here !/3 - Spark Architecture and Components/29 - Spark Architecture.mp4
7.1 MB
~Get Your Files Here !/3 - Spark Architecture and Components/30 - Spark Components English.srt
6.9 KB
~Get Your Files Here !/3 - Spark Architecture and Components/30 - Spark Components.mp4
22.7 MB
~Get Your Files Here !/4 - Pair RDD/31 - Introduction to Pair RDD English.srt
2 KB
~Get Your Files Here !/4 - Pair RDD/31 - Introduction to Pair RDD.mp4
3.9 MB
~Get Your Files Here !/4 - Pair RDD/32 - Create Pair RDDs English.srt
4.4 KB
~Get Your Files Here !/4 - Pair RDD/32 - Create Pair RDDs.mp4
21.9 MB
~Get Your Files Here !/4 - Pair RDD/33 - Filter and MapValue Transformations on Pair RDD English.srt
5.8 KB
~Get Your Files Here !/4 - Pair RDD/33 - Filter and MapValue Transformations on Pair RDD.mp4
44.5 MB
~Get Your Files Here !/4 - Pair RDD/34 - Reduce By Key Aggregation English.srt
6.9 KB
~Get Your Files Here !/4 - Pair RDD/34 - Reduce By Key Aggregation.mp4
27.5 MB
~Get Your Files Here !/4 - Pair RDD/35 - Sample solution for the Average House problem English.srt
4.5 KB
~Get Your Files Here !/4 - Pair RDD/35 - Sample solution for the Average House problem.mp4
13.9 MB
~Get Your Files Here !/4 - Pair RDD/36 - Group By Key Transformation English.srt
6.1 KB
~Get Your Files Here !/4 - Pair RDD/36 - Group By Key Transformation.mp4
24.3 MB
~Get Your Files Here !/4 - Pair RDD/37 - Sort By Key Transformation English.srt
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~Get Your Files Here !/4 - Pair RDD/37 - Sort By Key Transformation.mp4
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~Get Your Files Here !/4 - Pair RDD/38 - Sample Solution for the Sorted Word Count Problem English.srt
2.7 KB
~Get Your Files Here !/4 - Pair RDD/38 - Sample Solution for the Sorted Word Count Problem.mp4
7.3 MB
~Get Your Files Here !/4 - Pair RDD/39 - Data Partitioning English.srt
5.9 KB
~Get Your Files Here !/4 - Pair RDD/39 - Data Partitioning.mp4
11 MB
~Get Your Files Here !/4 - Pair RDD/40 - Join Operations English.srt
6.6 KB
~Get Your Files Here !/4 - Pair RDD/40 - Join Operations.mp4
21.2 MB
~Get Your Files Here !/4 - Pair RDD/41 - Extra Learning Material How are Big Companies using Apache Spark.html
479 B
~Get Your Files Here !/5 - Advanced Spark Topic/42 - Accumulators English.srt
7.1 KB
~Get Your Files Here !/5 - Advanced Spark Topic/42 - Accumulators.mp4
75.8 MB
~Get Your Files Here !/5 - Advanced Spark Topic/43 - Text Lecture Accumulators.html
134 B
~Get Your Files Here !/5 - Advanced Spark Topic/44 - Solution to StackOverflow Survey Followup Problem English.srt
1.8 KB
~Get Your Files Here !/5 - Advanced Spark Topic/44 - Solution to StackOverflow Survey Followup Problem.mp4
9.1 MB
~Get Your Files Here !/5 - Advanced Spark Topic/45 - Broadcast Variables English.srt
8.8 KB
~Get Your Files Here !/5 - Advanced Spark Topic/45 - Broadcast Variables.mp4
60.4 MB
~Get Your Files Here !/6 - Spark SQL/46 - Introduction to Spark SQL English.srt
4.8 KB
~Get Your Files Here !/6 - Spark SQL/46 - Introduction to Spark SQL.mp4
8.9 MB
~Get Your Files Here !/6 - Spark SQL/47 - Spark SQL in Action English.srt
19.6 KB
~Get Your Files Here !/6 - Spark SQL/47 - Spark SQL in Action.mp4
229.5 MB
~Get Your Files Here !/6 - Spark SQL/48 - Spark SQL practice House Price Problem English.srt
2.3 KB
~Get Your Files Here !/6 - Spark SQL/48 - Spark SQL practice House Price Problem.mp4
13.5 MB
~Get Your Files Here !/6 - Spark SQL/49 - Spark SQL Joins English.srt
8.4 KB
~Get Your Files Here !/6 - Spark SQL/49 - Spark SQL Joins.mp4
24.6 MB
~Get Your Files Here !/6 - Spark SQL/50 - Strongly Typed Dataset English.srt
11.7 KB
~Get Your Files Here !/6 - Spark SQL/50 - Strongly Typed Dataset.mp4
56.2 MB
~Get Your Files Here !/6 - Spark SQL/51 - Use Dataset or RDD English.srt
3.6 KB
~Get Your Files Here !/6 - Spark SQL/51 - Use Dataset or RDD.mp4
5.6 MB
~Get Your Files Here !/6 - Spark SQL/52 - Dataset and RDD Conversion English.srt
3.5 KB
~Get Your Files Here !/6 - Spark SQL/52 - Dataset and RDD Conversion.mp4
13.9 MB
~Get Your Files Here !/6 - Spark SQL/53 - Performance Tuning of Spark SQL English.srt
3.6 KB
~Get Your Files Here !/6 - Spark SQL/53 - Performance Tuning of Spark SQL.mp4
7.5 MB
~Get Your Files Here !/6 - Spark SQL/54 - Extra Learning Material Avoid These Mistakes While Writing Apache Spark Program.html
263 B
~Get Your Files Here !/7 - Running Spark in a Cluster/55 - Introduction to Running Spark in a Cluster English.srt
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~Get Your Files Here !/7 - Running Spark in a Cluster/55 - Introduction to Running Spark in a Cluster.mp4
