Videos
Welcome to our Video Library, where you can access all the insightful videos. Our collection covers a range of topics, from foundational concepts to advanced strategies, providing you with a comprehensive understanding of the latest trends and innovations from past Devday, Conferences, etc.
MLOps, Data Drift and Concept Drift in Production
By Nischal Harohalli Padmanabha
October 18, 2024
Summary
- Scalability: AWS EMR allows you to scale your clusters up or down as needed, giving you the flexibility to process large datasets and handle sudden spikes in data volumes.
- Security: AWS IAM roles provide fine-grained access control for your EMR cluster, ensuring that only authorized users can access and process sensitive data.
High-Performance Computing
: Apache Spark is designed to handle large-scale data processing tasks quickly and efficiently, thanks to its in-memory computing capabilities and support for distributed computations.- Integration with AWS Services: AWS services like S3, DynamoDB, and Redshift can be seamlessly integrated with your EMR cluster, allowing you to process data from a variety of sources and store the results in optimized storage solutions.
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