Apache Spark 2.0 with Java -Learn Spark from a Big Data Guru

سرفصل های دوره

Learn analyzing large data sets with Apache Spark by 10+ hands-on examples. Take your big data skills to the next level.

1 - Get Started with Apache Spark

1 - Course Overview

2 - How to Take this Course and How to Get Support

3 - Text Lecture How to Take this Course and How to Get Support.html

4 - Introduction to Spark

5 - Apache-Spark-with-Java-Slides.pdf

5 - Sides.html

6 - Java 9 Warning.html

7 - Install Java and Git

8 - Source Code.html

9 - Set up Spark project with IntelliJ IDEA

10 - Set up Spark project with Eclipse

11 - Text lecture Set up Spark project with Eclipse.html

12 - Run our first Spark job

13 - Trouble shooting running Hadoop on Windows.html

2 - RDD

14 - RDD Basics

15 - Create RDDs

16 - Text Lecture Create RDDs.html

17 - Map and Filter Transformation

18 - Solution to Airports by Latitude Problem

19 - FlatMap Transformation

20 - Text Lectures flatMap Transformation.html

21 - Set Operation

22 - Sampling With Replacement and Sampling Without Replacement.html

23 - Solution for the Same Hosts Problem.html

24 - Actions

25 - Solution to Sum of Numbers Problem

26 - Important Aspects about RDD

27 - Summary of RDD Operations

28 - Caching and Persistence

3 - Spark Architecture and Components

29 - Spark Architecture

30 - Spark Components

4 - Pair RDD

31 - Introduction to Pair RDD

32 - Create Pair RDDs

33 - Filter and MapValue Transformations on Pair RDD

34 - Reduce By Key Aggregation

35 - Sample solution for the Average House problem

36 - Group By Key Transformation

37 - Sort By Key Transformation

38 - Sample Solution for the Sorted Word Count Problem

39 - Data Partitioning

40 - Join Operations

41 - Extra Learning Material How are Big Companies using Apache Spark.html

5 - Advanced Spark Topic

42 - Accumulators

43 - Text Lecture Accumulators.html

44 - Solution to StackOverflow Survey Followup Problem

45 - Broadcast Variables

6 - Spark SQL

46 - Introduction to Spark SQL

47 - Spark SQL in Action

48 - Spark SQL practice House Price Problem

49 - Spark SQL Joins

50 - Strongly Typed Dataset

51 - Use Dataset or RDD

52 - Dataset and RDD Conversion

53 - Performance Tuning of Spark SQL

54 - Extra Learning Material Avoid These Mistakes While Writing Apache Spark Program.html

7 - Running Spark in a Cluster

55 - Introduction to Running Spark in a Cluster

56 - Package Spark Application and Use sparksubmit

57 - Run Spark Application on Amazon EMR Elastic MapReduce cluster

8 - Additional Learning Materials

58 - Future Learning

59 - Text Lecture Future Learning.html

60 - Coupons to Our Other Courses.html

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تولید کننده: Udemy