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It's Your Data, Master It.
Scalable Data Analytics with Apache Arrow
Overview
Skills Needed
This course focuses on leveraging Apache Arrow for scalable data analytics solutions. Participants will learn to design, deploy, and manage scalable analytics architectures using Arrow features.
Proficiency in Apache Arrow basics
Understanding of data analytics scalability concepts
Outline
Introduction to Scalable Data Analytics
Designing Scalable Analytics Architectures
Distributed Data Processing with Arrow
Parallel Computing and Task Distribution
Data Partitioning and Parallel Execution
Scaling Analytics for Large-scale Data Sets
Performance Optimization Techniques
High Availability and Fault Tolerance
Integrating Arrow with Big Data Frameworks
Real-world Scalability Scenarios and Best Practices
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