Professional Certificate in Banking Data and Data Warehousing Solutions
-- ViewingNowThe Professional Certificate in Banking Data and Data Warehousing Solutions is a comprehensive course designed to equip learners with essential skills for career advancement in the banking industry. This program focuses on the importance of data-driven decision making and the role of data warehousing solutions in modern banking.
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โข Introduction to Banking Data and Data Warehousing: Understanding the banking data ecosystem, data warehousing concepts, and their importance in banking.
โข Data Collection and Management: Techniques for collecting, cleaning, and validating banking data for accurate analysis.
โข Data Warehouse Architecture: Exploring the components of a data warehouse, including the staging area, data integration, and access layer.
โข Data Modeling for Banking: Designing dimensional data models for banking, including fact and dimension tables, and normalization vs. denormalization.
โข Extract, Transform, Load (ETL): Implementing ETL processes for data warehousing, including data mapping, transformation rules, and scheduling.
โข SQL for Data Analysis: Utilizing SQL for querying and analyzing banking data stored in data warehouses.
โข Data Visualization Techniques: Techniques for visualizing banking data, including charts, graphs, and dashboards.
โข Data Security and Compliance: Ensuring data security, privacy, and compliance in banking data warehousing.
โข Machine Learning and Predictive Analytics: Applying machine learning algorithms and predictive analytics to banking data for insights and decision making.
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