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Aug 06, 2026
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2026-2027 Yavapai College Catalog
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CSA 450 - Big Data Architecture
Description: Design and implement secure, scalable systems leveraging cluster computing, cloud infrastructure, and specialized big data platforms to achieve efficient and flexible storage, processing, and analytics of data lakes and complex datasets.
Prerequisites: CSA 310
Credits: 4
Lecture: 4
Lab: 0
Course Content:
- Overview of Big Data technologies
- Big Data infrastructure design
- Data processing frameworks
- Data pipeline development
- Query optimization
- Fault tolerance and high availability
- Security and compliance in Big Data
Learning Outcomes:
- Assess the capabilities of Big Data technologies. (1, 2)
- Design Big Data infrastructure solutions. (2, 6, 7)
- Construct frameworks for the standardized processing of batch and real-time data. (3, 4)
- Build data pipelines that automate data movement and preprocessing tasks. (3, 4, 5)
- Evaluate query optimization strategies. (3, 5)
- Develop fault-tolerant and highly available Big Data platforms. (2, 6, 7)
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