RESEARCH & RESOURCES

TDWI Checklist Report | Data Lake Principles and Economics: Evaluating Data Economics, Business Value, and Real-Time Delivery Options: Download

This Checklist Report discusses what your enterprise should consider before diving into a data lake project, no matter if it’s your first or second or even third major data lake project. Presumably, adherence to these principles will become second nature to the data lake team and they will even improve upon them at some point.

File Type: .pdf File Size: 735 KB Duration: 14 pages


 

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TDWI Checklist | Strategies for Improving Big Data Quality for BI and Analytics: TDWI Checklist | Strategies for Improving Big Data Quality for BI and Analytics

Organizations dependent on big data for a wide range of business decisions need data quality management that can improve the data so it is fit for each desired purpose. This TDWI Checklist Report offers six strategies for improving big data quality.


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

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.