Algorithm Administration

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• AI Governance
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    • Managed Vocabularies
    • Datasets
    • Benchmarks
    • Batch Norm(alization) & Standardization
    • Data Preprocessing
    • Data Encoding
    • Data Cleaning
    • Feature Exploration/Learning
    • Data Interoperability
    • Data Augmentation, Data Labeling, and Auto-Tagging
    • Imbalanced Data
    • Privacy in Data Science
    • Bias and Variances
    • Excel - Data Analysis
• Hyperparameters
• Visualization
• Evaluation
• How can we improve Azure Data Catalog?
• Automate your data lineage
• Benefiting from AI: A different approach to data management is needed
• Git - GitHub and GitLab
• Global Community for Artificial Intelligence (AI) in Master Data Management (MDM) | Camelot Management Consultants

Better Machine Learning Outcomes rely on Modern Data Management Tarun Batra, CEO, LumenData, talks about how the movement towards artificial intelligence and machine learning relies on a Modern Data Management platform that is able to correlate large amounts of data, and provide a reliable data foundation for machine learning algorithms to deliver better business outcomes. In this video, Tarun discusses: Key industry trends driving Modern Data Management, Data management best practices, Creating joint value for customers "There is a lot of movement towards artificial intelligence and machine learning as being the next big domain that organizations are focusing on. With data volumes continuing to increase, and the velocity of change of data, decisions have to be made in an automated, data-driven fashion for organizations to remain competitive. Machine learning can predict and recommend actions, but a reliable data foundation through MDM that continuously manages and ensures data quality is essential for machine learning algorithms to create accurate, meaningful insight." - Tarun Batra

How is AI changing the game for Master Data Management? Tony Brownlee talks about the ability to inspect and find data quality issues as one of several ways cognitive computing technology is influencing master data management.

DAS Webinar: Master Data Management – Aligning Data, Process, and Governance Getting MDM “right” requires a strategic mix of Data Architecture, business process, and Data Governance.

IBM MDM Feature Spotlight: Machine learning-assisted Data Stewardship This three minute overview shows the benefits of using machine learning models trained by a clients' own data stewards to facilitate faster resolution of pending clerical tasks in IBM Master Data Management Standard Edition.

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