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Introduction to Apache Spark in Production

Course Summary

The Introduction to Apache Spark in Production training course is designed to demonstrate the basics of running Spark in a production setting. The course answers the questions of hardware specific considerations as well as architecture and internals of Spark.

The course begins with a focus on Spark architecture, internals, and hardware considerations. Next, it covers streaming jobs and integrating Spark with HortonWorks. The course concludes with a lesson on job scheduling and monitoring.

Purpose
 Learn about the architecture and internals of Spark, a fast and general engine for big data processing with built-in modules for streaming, SQL, machine learning, and graph processing.
Audience
 Admins and DevOps roles that will be responsible for maintaining a Spark deployment
Role
Business Analyst - Software Developer - System Administrator - Technical Manager
Skill Level
Intermediate
Style
Hack-a-thon - Learning Spikes - Workshops
Duration
2 Days
Related Technologies
Apache Spark | Hadoop | Apache

 

Productivity Objectives
  • Identify how to install and configure a production Spark cluster
  • Integrate Spark with YARN
  • Discover the internals of Spark that apply to running an efficient cluster

What You'll Learn:

In the Introduction to Apache Spark in Production training course, you'll learn:
  • Spark Architecture
  • Spark Internals
  • Hardware Considerations
  • Streaming Jobs
  • Integrating Spark with HortonWorks
  • Job Scheduling
    • Stand-alone
    • Mesos
    • YARN
    • Fair Scheduler
  • Monitoring
    • What to monitor
    • Diagnosing job issues
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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By filling out this form and clicking submit, you acknowledge our privacy policy.