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18 Pyspark Spark Components

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Lessons List | 41 Lesson
1 Pyspark Introduction to Spark
00:02:29

1 Pyspark Introduction to Spark
2 Pyspark Install Java and Git
00:08:54

2 Pyspark Install Java and Git
3 Pyspark Set up Spark
00:09:23

3 Pyspark Set up Spark
4 Pyspark Run our first Spark job
00:03:35

4 Pyspark Run our first Spark job
5 Pyspark Introduction to RDD | Basics of RDD
00:02:51

5 Pyspark Introduction to RDD | Basics of RDD
6 Pyspark How to create RDDs in Spark
00:02:33

6 Pyspark How to create RDDs in Spark
7 Pyspark Map and Filter Transformation in Pyspark RDD
00:09:30

7 Pyspark Map and Filter Transformation in Pyspark RDD
8 Pyspark Example Solution to Airports by Latitude Problem
00:01:40

8 Pyspark Example Solution to Airports by Latitude Problem
9 Pyspark FlatMap Transformation in RDD
00:03:47

9 Pyspark FlatMap Transformation in RDD
10 Pyspark How to Perform Set Operations in Pyspark
00:08:11

10 Pyspark How to Perform Set Operations in Pyspark
11 Pyspark Example Solution for the Same Hosts Problem
00:01:35

11 Pyspark Example Solution for the Same Hosts Problem
12 Pyspark What are Actions in Pyspark Actions
00:08:21

12 Pyspark What are Actions in Pyspark Actions
13 Pyspark Example Solution to Sum of Numbers Problem
00:02:07

13 Pyspark Example Solution to Sum of Numbers Problem
14 Pyspark Important Aspects about RDD
00:01:41

14 Pyspark Important Aspects about RDD
15 Pyspark Summary of RDD Operations
00:02:27

15 Pyspark Summary of RDD Operations
16 Pyspark Caching and Persistence in Pyspark
00:05:17

16 Pyspark Caching and Persistence in Pyspark
17 Pyspark Spark Architecture
00:03:02

17 Pyspark Spark Architecture
18 Pyspark Spark Components
00:05:27

18 Pyspark Spark Components
19 Pyspark Introduction to Pair RDD
00:01:39

19 Pyspark Introduction to Pair RDD
20 Pyspark How to Create Pair RDDs
00:04:16

20 Pyspark How to Create Pair RDDs
21 Pyspark Using Filter and MapValue Transformations on Pair RDD
00:05:17

21 Pyspark Using Filter and MapValue Transformations on Pair RDD
22 Pyspark Perform Reduce By Key Aggregation
00:05:39

22 Pyspark Perform Reduce By Key Aggregation
23 Pyspark Example Solution for the Average House Problem
00:03:25

23 Pyspark Example Solution for the Average House Problem
24 Pyspark Perform Group By Key Transformation
00:05:16

24 Pyspark Perform Group By Key Transformation
25 Pyspark Perform Sort By Key Transformation
00:02:52

25 Pyspark Perform Sort By Key Transformation
26 Pyspark Example Solution for the Sorted Word Count Problem
00:03:25

26 Pyspark Example Solution for the Sorted Word Count Problem
27 Pyspark What is Data Partitioning
00:04:19

27 Pyspark What is Data Partitioning
28 Pyspark Perform Join Operations
00:05:13

28 Pyspark Perform Join Operations
29 Pyspark What are Accumulators in Spark
00:03:45

29 Pyspark What are Accumulators in Spark
30 Pyspark Example Solution to StackOverflow Survey Follow up Problem
00:01:06

30 Pyspark Example Solution to StackOverflow Survey Follow up Problem
31 Pyspark What are Broadcast Variables in spark
00:06:47

31 Pyspark What are Broadcast Variables in spark
32 Pyspark Introduction to Spark SQL | Pyspark SQL
00:03:57

32 Pyspark Introduction to Spark SQL | Pyspark SQL
33 Pyspark Spark SQL in Action | Pyspark SQL
00:13:13

33 Pyspark Spark SQL in Action | Pyspark SQL
34 Pyspark Example Spark SQL practice House Price Problem
00:01:55

34 Pyspark Example Spark SQL practice House Price Problem
35 Pyspark What are joins in Pyspark SQL Spark SQL Joins
00:07:04

35 Pyspark What are joins in Pyspark SQL Spark SQL Joins
36 Pyspark Which one to use Dataframe or RDD
00:02:58

36 Pyspark Which one to use Dataframe or RDD
37 Pyspark Dataframe and RDD Conversion
00:02:55

37 Pyspark Dataframe and RDD Conversion
38 Pyspark Performance Tuning of Spark SQL
00:02:52

38 Pyspark Performance Tuning of Spark SQL
39 Pyspark Introduction to Running Spark in a Cluster
00:04:06

39 Pyspark Introduction to Running Spark in a Cluster
40 Pyspark Submitting Spark Jobs | Spark submit
00:02:42

40 Pyspark Submitting Spark Jobs | Spark submit
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Course Description

Spark Developer One of the open source data processing systems that carries a huge amount of data, you can learn more about that system by joining and taking the prospective course
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