Video description
Use Apache Flink and its ecosystem to process real-time big data
About This Video
- Hands-on examples to help you build and administer a Flink ecosystem
- Gain insights into how all Apache Flink features—such as building your own Flink environment, importing data, and ultimately using it—work
- Exploit Apache Flink's capabilities (such as distributed data streaming and pipelining) to improve performance
In Detail
Have you heard of Apache Flink, but don't know how to use it to get on top of big data? Have you used Flink, but want to learn how to set it up and use it properly? Either way, this course is for you.
This course first introduces Flink concepts and terminology, and then moves on to building a Flink instance, collecting data, and using that data to generate output that can be used as processed data input into other systems. You will also use the Flink APIs to process data in batch and streaming modes.
By the end of the course, you will be capable of using the Apache Flink ecosystem to achieve complex tasks such as event processing and machine learning.
Publisher resources
Table of contents
-
Chapter 1 : Introduction to Flink
- The Course Overview 00:05:15
- What Is Apache Flink? 00:07:10
- What Is Big Data and Why Does It Matter? 00:07:09
- Installing Flink in Your Local System 00:09:51
- Setting Up the AWS Environment 00:06:50
-
Chapter 2 : Using a Flink Cluster UI and Data Onboarding
- Using Cluster UIs 00:04:45
- Programming Model 00:06:06
- Batch Processing 00:09:27
- Stream Processing 00:08:01
-
Chapter 3 : Batch Analytics with Apache Flink – Transformations
- Loading Data 00:05:55
- Transformations 00:08:17
- More transformations 00:12:47
- Partitioning 00:11:27
-
Chapter 4 : Batch Analytics with Apache Flink – Aggregations and Joins
- Aggregations 00:13:17
- Joins 00:11:39
-
Chapter 5 : Stream Processing with Apache Flink – Transformations
- Data Sources 00:15:42
- Data Stream Transformations 00:08:51
- Window Operations 00:06:03
-
Chapter 6 : Advanced Stream Processing with Apache Flink
- Time Characteristics 00:13:19
- State and Checkpointing 00:08:06
- Other Data Stream Operations 00:14:16
Product information
- Title: Fundamentals of Apache Flink
- Author(s):
- Release date: October 2019
- Publisher(s): Packt Publishing
- ISBN: 9781789539332
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