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Cloudera Streaming Analytics: Using Apache Flink and SQL Stream Builder on CDP

During this two-day instructor-led training course, participants will learn development and operations for Cloudera Streaming Analytics, a framework for low-latency processing and analytics powered...

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$1,725 USD
Course Code STREAM-CDP
Duration 2 days
Available Formats Classroom
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During this two-day instructor-led training course, participants will learn development and operations for Cloudera Streaming Analytics, a framework for low-latency processing and analytics powered by Apache Flink and Cloudera's innovative SQL Stream Builder.

Through extensive hands-on exercises, students will gain experience deploying and managing a Flink cluster, developing and running Flink applications, and using SQL Stream Builder's continuous SQL to perform analytics on streaming data.

Skills Gained

  • Deploy a Flink cluster using Cloudera Manager
  • Develop Flink batch and streaming applications
  • Run and view Flink jobs
  • Transform data streams
  • Use watermarks and windows to analyze streaming data
  • Analyze data with Cloudera SQL Stream Builder
  • Monitor Flink application metrics

Who Can Benefit

This course is designed for those who have experience with administration and application development on the Cloudera platform.

Prerequisites

Students must have at least basic familiarity with Java and Linux. Our Cloudera Training for Apache Kafka course, or equivalent experience with Apache Kafka, is a recommend prerequisite.

Course Details

Course Outline

  • Overview
  • Basic Architecture
  • Service Deployment
  • Flink Basics
  • DataStream API
  • DataStream API (continued)
  • Flink SQL and Table API
  • Stateful Stream Processing
  • Cloudera SQL Stream Builder
  • Monitoring
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