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RESEARCH & RESOURCES

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TDWI Checklist Report | The Automation and Optimization of Advanced Analytics Based on Machine Learning: Asset

Machine learning is being used today to solve well-bounded tasks such as classification and clustering. Note that a machine learning algorithm learns from so-called training data during development; it also learns continuously from real-world data during deployment so the algorithm can improve its model with experience. This report will drill into the data, tool, and platform requirements for machine learning with a focus on automating and optimizing ML's development environment, production systems, voracious appetite for data, and actionable output.

File Type: .pdf File Size: 591 KB Duration: 9 pages


 

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TDWI Data Points | Internal Data Marketplaces: Asset

This TDWI Data Points Report discusses the current state of internal data marketplaces. It examines the challenges organizations are facing, the opportunities for internal marketplaces, and the value they can provide.


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TDWI Checklist Report | Six Best Practices for Harnessing Real-Time and Streaming Data Pipelines: Asset

This TDWI Checklist Report examines six important considerations and best practices for managing streaming data for real-time use.


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TDWI Best Practices Report | Achieving Scalable, Agile, and Comprehensive Data Management and Data Governance: Asset

This TDWI Best Practices Report focuses on understanding current challenges to data governance, integration, and quality.