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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
Skill Level
Style
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
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about our training
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Real-World Content
Project-focused demos and labs using your tool stack and environment, not some canned "training room" lab.
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Expert Practitioners
Industry experts with 15+ years of industry experience that bring their battle scars into the classroom.
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Experiential Learning
More coding than lecture, coupled with architectural and design discussions.
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Fully Customized
One-size-fits-all doesn't apply to training teams. That's where we come in!
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
Project-focused demos and labs using your tool stack and environment, not some canned "training room" lab.
Expert Practitioners
Industry experts that bring their battle scars into the classroom.
Experiential Learning
More coding than lecture, coupled with architectural and design discussions.
Fully Customized
One-size-fits-all doesn't apply to training teams. That's where we come in!
Elite Instructor Program
We recently launched our internal Elite Instructor Program. The community driven instructor program is designed to support instructors in transforming students’ lives by consistently showing a world-class level of engagement, ability, and teaching prowess. Reach out today to learn more about our instructors.
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