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Introduction to Apache Flink

Course Summary

The Introduction to Apache Flink training course will cover the internals and architecture of Flink as well as how to write applications using the core Application Programming Interfaces (API's). You will learn about the DataSet, Streaming and Table API's.

Purpose
 Learn about scalable batch and stream data processing using Apache Flink.
Audience
 Developers who will be writing applications using Flink. Experience with Java and/or Scala is required.
Role
Software Developer
Skill Level
Intermediate
Style
Hack-a-thon - Learning Spikes - Workshops
Duration
4 Days
Related Technologies
Apache

 

Productivity Objectives
  • Demonstrate an operational knowledge of Flink.
  • Apply Scala APIs to perform interactive as well as job based tasks.
  • Distinguish how Flink compares with other big data processing frameworks.

What You'll Learn:

In the Introduction to Apache Flink training course, you'll learn:
  • Overview
    • Architecture
    • Internals
  • DataSet API
    • Iteration
    • Delta Operations
  • DataStream API
    • Exactly once processing
    • Continuous streaming
    • Micro batch
    • Fault Tolerance
  • Table API
    • The Flink Table DSL
    • Flink SQL like syntax
  • Overview of Machine Learning in Flink
  • Integrating Flink with other Big Data projects
    • Hadoop
    • YARN
    • Kafka
real world content

Real-World Content

Project-focused demos and labs using your tool stack and environment, not some canned "training room" lab.
expert practitioners

Expert Practitioners

Industry experts that bring their battle scars into the classroom.
experiential learning

Experiential Learning

More coding than lecture, coupled with architectural and design discussions.
tailored outlines

Tailored Outlines

One-size-fits-all doesn't apply to training teams. That's where we come in!
“I appreciated the instructor's technique of writing live code examples rather than using fixed slide decks to present the material.”

VMware

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