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title: "Streaming Analytics Workshop"
chapter: true
weight: 1
---

This is a collection of workshops and resources for running streaming analytics workloads on AWS.

In the workshop [Apache Flink on Amazon Kinesis Data Analytics]({{< relref "flink-on-kda/" >}}) you will learn how to deploy, operate, and scale an Apache Flink application with Kinesis Data Analytics. You will also explore the basic concepts of Apache Flink and running Flink applications in a fully managed environment on AWS.

In the workshop [Apache Flink on Amazon Kinesis Data Analytics Studio]({{< relref "flink-on-kda-studio/" >}}) you will learn how to build Apache Flink applications via. Kinesis Data Analytics Studio Notebooks. Flink is a framework for real time data processing. In this workshop you will explore Flink programing patterns with Flink's support for SQL. After building a Flink application you will deploy your notebook as a long running application.  

In the workshop [Apache Beam on Amazon Kinesis Data Analytics]({{< relref "beam-on-kda/" >}}) you will learn how you can leverage Beam’s expressive programming model to unify batch and streaming. You will also learn how AWS can help you to effectively build and operate Beam based streaming architectures with low operational overhead in a fully managed environment on AWS.