Global Certificate in Elevating Fisheries Data Quality
-- ViewingNowThe Global Certificate in Elevating Fisheries Data Quality is a comprehensive course designed to enhance the skills of professionals in the fishing industry. This certificate program emphasizes the importance of high-quality data in fisheries management and sustainability.
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โข Data Quality Management: An overview of data quality concepts, principles, and best practices, including data quality assessment, monitoring, and improvement strategies.
โข Fisheries Data Standards: Introduction to domestic and international data standards for fisheries, such as the Fisheries and Aquaculture Data Model (FADM), the Common Data Model (CDM), and the Sea Around Us data format.
โข Data Collection Methods: Examination of various data collection methods, including logbooks, surveys, remote sensing, and acoustic technologies, and their implications for data quality.
โข Data Cleaning Techniques: Techniques for identifying and correcting errors, inconsistencies, and missing values in fisheries data, including data profiling, data imputation, and data normalization.
โข Data Integration Strategies: Approaches for integrating data from multiple sources, such as data fusion, data warehousing, and data federation, and their impact on data quality.
โข Data Quality Control: Methods for ensuring data quality, such as validation rules, edit checks, and quality control protocols, and their implementation in fisheries data systems.
โข Data Quality Metrics: Definition and calculation of data quality metrics, such as completeness, accuracy, timeliness, and consistency, and their interpretation and communication.
โข Data Quality Improvement Plans: Development of data quality improvement plans, including goal setting, action planning, and performance monitoring, and their application in fisheries data systems.
โข Data Quality Training: Design and delivery of data quality training programs, including curriculum development, instructional design, and evaluation.
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