Learn By Example : Apache Flink

[LeeAndro]

h264, yuv420p, 1280x720 |ENGLISH, aac, 48000 Hz, 2 channels | 2h 56 mn | 544.98 MB
Created by: Loony Corn

Flink is a stream processing technology with added capability to do lots of other things like batch processing, graph algorithms, machine learning etc.

30 solved examples on Stream and Batch processing What you'll learn

Use the DataStream API for transfog streaming data

Use the DataSet API for batch processing

Apply window operations on Streaming data

Use Flink-ML for Machine Learning

Use Gelly for Graph processing

Requirements

Experience in Java programming and familiarity with using Java frameworks

Building Jars with Maven, Compiling Java code and debugging

Install an IDE like IntelliJ IDEA or Eclipse for Java and Scala programming

Description

Using Flink you can build applications which need you to be highly responsive to the latest data such as monitoring spikes in payment gateway failures or triggering trades based on live stock price movements.

This course has 30 Solved Examples on building Flink Applications for both Streaming and Batch Processing

What's covered?

1) Transformations in the DataStream API : filter, map, flatMap and reduce

2) Operations on multiple streams : union, cogroup, connect, comap, join and iterate

3) Window operations : Tumbling, Sliding, Count and Session windows; the notion of and how to implement custom Window functions

4) Managing fault-tolerance with State and Checkpointing

5) Transformations in the DataSet API : filter, map, reduce, reduceGroup

6) Applying ML algorithms on the fly using Flink-ML

7) Representing Graph data using Gelly

Who this course is for:

Yep! Eeers looking to set up end-to-end data processing pipelines that react to changes in real

Yep! Folks familiar with Batch processing technologies like Hadoop who want to learn more about Stream processing



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