Week 1: Data Management Processes & Data Ethics
Kick off your CDMP journey with a comprehensive introduction to data management fundamentals. This session establishes a shared understanding of core concepts, principles, and the role data plays in modern organizations.
Participants will also explore the ethical responsibilities surrounding data collection, usage, and sharing, with a focus on transparency, fairness, and accountability in professional data practices.
Week 2: Data Governance
Discover the frameworks, roles, and decision structures that guide how data is governed across organizations. This session highlights governance strategies that support compliance, accountability, and alignment with business objectives—enabling organizations to treat data as a strategic asset.
Week 3: Metadata Management
Unlock the value of metadata as the context that makes data understandable and usable. This session explores how metadata supports discoverability, governance, and data literacy, and how effective metadata management improves consistency across systems.
Week 4: Data Security
Protect what matters. This session focuses on securing data through access controls, encryption, and risk mitigation practices. Participants examine how security supports privacy, regulatory compliance, and trust in organizational data environments.
Week 5: Document & Content Management
This session explores how documents and unstructured content are managed throughout their lifecycle as enterprise information assets. Participants learn how standardized classification, metadata, and retention practices support compliance, reduce risk, and enable efficient access and reuse.
Week 6: Data Quality
Data you can trust is essential for informed decision-making. This session focuses on measuring, managing, and improving data quality using industry best practices, ensuring data remains accurate, complete, and reliable across its lifecycle.
Week 7: Data Modelling & Design
Master the art of representing data relationships and structures. This session covers conceptual, logical, and physical data models, and explores how effective data design supports scalability, consistency, and high-quality data management.
Week 8: Data Integration & Interoperability
Enable systems to work together effectively. This session examines integration techniques and interoperability principles that support seamless data sharing across platforms, helping organizations reduce silos and improve data consistency.
Week 9: Data Warehousing & Business Intelligence
Transform raw data into meaningful insights. This session explores how data warehousing supports analytics and how business intelligence tools enable reporting, dashboards, and informed decision-making across organizations.
Week 10: Data Science & Big Data
Explore approaches for managing and analyzing large, complex data sets. This session introduces big data platforms, data science concepts, machine learning, and predictive analytics, while grounding advanced analytics in strong data management practices.
Week 10: Maturity Assessment + Change Management
Gauge your organization’s data maturity. Learn how to assess capabilities, identify areas for growth, and set the stage for long-term data excellence.
Turn strategy into action. This session explores how to lead change effectively, drive adoption of data initiatives, and build a data-driven culture that lasts.
Week 9: Big Data and Data Science
Explore cutting-edge tools and methods to process and analyze large, complex data sets. This session introduces you to the world of data science, big data platforms, machine learning, and predictive analytics.
Week 8: Data Security + Reference and Master Data Management
Protect what matters. This session focuses on how to secure data through access controls, encryption, and risk mitigation to maintain privacy and compliance.
Ensure consistency across your systems. Learn how to manage critical reference and master data domains—such as customers and products—for accuracy, governance, and synchronization.
Week 7: Data Warehousing and Business Intelligence
Transform raw data into powerful insights. Explore how data warehousing supports analytics and how BI tools empower decision-makers with meaningful reports and dashboards.
Week 6: Metadata Management
Unlock the hidden value of metadata—your data’s context. Learn how to catalog, manage, and leverage metadata to improve discoverability, governance, and overall data literacy.
Week 5: Data Quality + Document and Content Management
Data you can trust is the key to informed decisions. Learn how to measure and improve data quality using industry best practices, and ensure your data is accurate, complete, and timely.
Manage unstructured data with confidence. This session covers how to organize, store, secure, and govern business documents and digital content effectively.
Week 4: Data Storage + Operations, Data Integration and Interoperability
Learn the strategies and technologies that keep your data stored, accessible, and performing efficiently. We’ll explore data lifecycle management, backups, and operational best practices.
Enable systems to work in harmony. This session dives into integration techniques and interoperability principles that allow seamless data sharing across diverse platforms.
Week 3: Data Architecture and Data Modeling
Understand the blueprint of your data environment. Learn how to design scalable, flexible architectures that align with organizational goals and support modern data needs.
Master the art of representing data relationships and structures. This session covers conceptual, logical, and physical data models and how they support high-quality data management.
Week 2: Data Ethics and Data Governance
Explore the ethical responsibilities surrounding data collection, usage, and sharing. Learn how to promote transparency, fairness, and accountability in data practices.
Discover the frameworks and roles that ensure data is well-managed, compliant, and aligned with business goals. This session will highlight governance strategies that empower organizations to treat data as a valuable asset.
Week 1: Data Management
Kick off your CDMP journey with a comprehensive introduction to the world of Data Management! This session sets the foundation, exploring the core concepts, key principles, and the essential role data plays in modern organizations.