Anyscale Academy
Learning Path

Ray Data Specialization

The Ray Data learning path provides a comprehensive guide to distributed data processing and batch inference with Ray Data. You'll learn foundational concepts, practical data processing workflows, and how to scale batch inference pipelines for production workloads.

3 coursesCapstone certificate

What you'll cover

  • Level: Intermediate
  • Distributed Data Processing
  • Scalable Batch Inference
  • Structured and Unstructured Data Handling
  • Large-Scale Data Pipelines
  • Parallel Embedding Generation
  • Data Transformation Workflows
  • Production-Ready Data Processing
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Course Sequence

3 steps + capstone
1
Data Processing Foundations (Ray Data) thumbnail
Step 1

Data Processing Foundations (Ray Data)

Explore the foundations of processing structured and unstructured data with Ray Data and get an overview of the key concepts and patterns for distributed data processing.

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2
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Step 2

Data Processing with Ray Data (Example)

An example of data processing using Ray Data.

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3
Batch Inference with Ray Data (Example) thumbnail
Step 3

Batch Inference with Ray Data (Example)

An example of batch inference implemented with Ray Data.

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Capstone Certificate

Ray Data Specialization Capstone Certificate

Capstone certificate exam for Ray Data Specialization.

Locked until prior courses are complete