Apache Flink

8h 31m 38s
English
Paid
November 22, 2023

Apache Flink is a distributed system and computational engine for stateful big data streaming. That was a mouthful. In plain English, Flink is an library that allows you to process big data at scale, as it arrives, in almost real time. Flink gives you a variety of APIs that allow you to do plain functional programming on streaming data, and low-level APIs to give you ultimate control. Plus connectors to everything popular, including Kafka, JDBC, Cassandra, Pulsar, S3 and all sorts of data processors and storage systems. In this course, you'll learn how to be productive with Flink, and you'll grow as a data engineer.

More

First of all, this course will give you everything you need to be productive with Flink:

  • You'll deeply understand the Flink streaming engine and how it works
  • You'll use functional programming on data streams
  • You'll process any kind of data in real time, at scale
  • You'll master complex transformations such as window functions
  • You'll be able to run stateful computations, which is the main strength of Flink
  • You'll know how to connect Flink to the most popular message buses, data streaming and data storage systems
  • You'll be able to design your own connectors
  • You'll be able to deploy Flink applications to a cluster
  • You'll be able to troubleshoot and find relevant information in the Flink UI

After this course, you'll be able to process data in any way you need using Flink.

But most importantly, you'll develop timeless skills that you'll carry with you for your entire career, regardless of which data streaming tool you'll end up using:

  • You'll deeply understand the practical benefits of streaming data in general
  • You'll be able to work with event time and processing time
  • You'll internalize the implications and tradeoffs of choosing latency vs throughput
  • You'll understand the need for data consistency and persistence

Watch Online Apache Flink

Join premium to watch
Go to premium
# Title Duration
1 Welcome 11:59
2 Scala Recap 31:05
3 Flink: First Principles 16:42
4 DataStreams 14:15
5 DataStreams: Exercise 15:07
6 DataStreams: Explicit Transformations 14:57
7 Handling Late Data: Watermarks 05:22
8 Window Functions 28:56
9 Window Functions, Part 2 26:33
10 Window Functions: Exercise 12:48
11 Time Based Transformations 33:15
12 Triggers 16:38
13 Handling Multiple Streams 33:36
14 Partitions 14:33
15 State First Principles 03:55
16 Rich Functions 22:05
17 Keyed State 24:10
18 Keyed State, Part 2 19:21
19 Checkpoints 20:16
20 Broadcast State 18:35
21 Integrations: Kafka 25:07
22 Integrations: JDBC 12:11
23 Integrations: Cassandra 09:44
24 Custom Sources 24:11
25 Custom Sinks 16:47
26 Side Outputs 08:07
27 How Flink Runs on a Cluster 07:17
28 Managing and Submitting Applications 13:48
29 Managing Applications in the Flink UI 09:47
30 You Rock! 00:31

Read Book Apache Flink

# Title
1 Book 1
2 Book 2
3 Book 3
4 Book 4
5 Book 5
6 Book 6
7 Book 7
8 Book 8
9 Book 9
10 Book 10
11 Book 11

Similar courses to Apache Flink

Database Design & Implementation

Database Design & Implementation

Duration 2 hours 7 minutes 49 seconds
Build an app with ASPNET Core and Angular from scratch

Build an app with ASPNET Core and Angular from scratch

Duration 29 hours 51 minutes 36 seconds
Fundamentals of Backend Communications and Protocols

Fundamentals of Backend Communications and Protocols

Duration 15 hours 35 minutes 37 seconds
The Complete 2023 Web Development Bootcamp

The Complete 2023 Web Development Bootcamp

Duration 62 hours 32 minutes 23 seconds
Complete ASP.NET MVC 5

Complete ASP.NET MVC 5

Duration 7 hours 33 minutes 52 seconds
Fundamentals of Database Engineering

Fundamentals of Database Engineering

Duration 24 hours 52 minutes 18 seconds
Web API From Start to Finish

Web API From Start to Finish

Duration 17 hours 59 minutes 54 seconds
Apache Kafka Series - Learn Apache Kafka for Beginners v3

Apache Kafka Series - Learn Apache Kafka for Beginners v3

Duration 8 hours 20 minutes 45 seconds