Modeling Streaming Data for Processing with Apache Spark Structured Streaming

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Eugene Meidinger

1:19:13

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01 Course Overview

01 COU.MP4

01:04

02 Comparing Batch and Stream Processing

02 WHA.MP4

10:10

03 WHY.MP4

05:43

04 BAT.MP4

02:51

05 COM.MP4

05:02

06 SUM.MP4

00:57

03 Understanding Structured Streaming

07 WHA.MP4

04:22

08 WHA.MP4

03:58

09 WHA.MP4

03:17

10 DEM.MP4

05:25

11 SUM.MP4

00:27

04 Grouping and Aggregating Data

12 GRO.MP4

06:26

13 DEM.MP4

04:56

14 OUT.MP4

05:10

15 SUM.MP4

01:01

05 Handling Late Arrivals and Failures

16 WHA.MP4

04:34

17 HAN.MP4

05:09

18 DEM.MP4

03:06

19 HAN.MP4

04:44

20 SUM.MP4

00:51

Description

Streaming analytics can be difficult to implement. This course will teach you to model real-time data processing with Spark Structured Streaming.

What You'll Learn?

Streaming analytics can be a difficult to set up, especially when working with late data arrivals and other variables. In this course, Modeling Streaming Data for Processing with Apache Spark Structured Streaming, you’ll learn to model your data for real-time analysis. First, you’ll explore applying batch processing to streaming data. Next, you’ll discover aggregating and outputting data. Finally, you’ll learn how to late arrivals and job failures. When you’re finished with this course, you’ll have the skills and knowledge of Spark Structured Streaming needed to combine your batch and streaming analytics jobs.

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Data Science

Data Analysis

Apache Spark

Eugene Meidinger

Instructor's Courses

Eugene Meidinger works as an independent BI consultant and Pluralsight author, specializing in Power BI and the Azure Data Platform. He has been working with data for over 8 years and speaks regularly at user groups and conferences. He also helps run the GroupBy online conference.

Pluralsight

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Pluralsight, LLC is an American privately held online education company that offers a variety of video training courses for software developers, IT administrators, and creative professionals through its website. Founded in 2004 by Aaron Skonnard, Keith Brown, Fritz Onion, and Bill Williams, the company has its headquarters in Farmington, Utah. As of July 2018, it uses more than 1,400 subject-matter experts as authors, and offers more than 7,000 courses in its catalog. Since first moving its courses online in 2007, the company has expanded, developing a full enterprise platform, and adding skills assessment modules.