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Data Architecture

Data architecture is the art and science of planning and designing the things that are needed to manage data – to collect, organize, store, integrate, quality assure, protect, provide, and use data. Data architecture defines and describes the components, structure, and relationships of an organization’s data assets and data management practices.

The need for adaptable data management architecture has never been more pressing. Yet getting there seems to be more challenging than ever. The frameworks and principles that define and describe how data is organized and managed are rapidly changing. Contemporary data architecture patterns include Modern Data Warehouse, Data Lake, Data Lakehouse, Data Fabric, Data Mesh, and more. Each of these architectural models has advantages and challenges in meeting data management requirements of business operations, analytics, and AI applications. Data architects need knowledge and skills to blend features of multiple architectural approaches into a hybrid architecture, to evolve architecture to meet new requirements, and to support legacy data use cases while building for future capabilities.



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Our Data Quality curriculum includes 11 online courses listed below. Each course is accompanied by an optional Certified Information Management Professional (CIMP) exam. Click on the course links to explore course details and outlines, learn more about the exams, or watch free Sneak Peeks.

You can purchase the courses individually or enroll in one of our comprehensive Education Packages at a great discount.

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Online CIMP Data Architecture Certification Package CIMP Data Architecture Package

CIMP Data Architecture Package includes courses and exams necessary to earn Certified Information Management Professional (CIMP) designation in Data Architecture track at a great discount.

Our Price: $2,095.00
Online CIMP Ex Data Architecture Certification Package CIMP Ex Data Architecture Package

CIMP Ex Data Quality Package offers comprehensive education in data governance capped with the highest level of Certified Information Management Professional designation (CIMP Ex) in Data Quality track at a great discount.

Our Price: $3,155.00
Online CIMP Data Architecture and DCAM Certification CIMP Data Architecture & DCAM Package

CIMP Data Architecture and DCAM Package includes courses and exams necessary to earn Certified Information Management Professional (CIMP) designation in Data Architecture track plus DCAM certification at a great discount.

Our Price: $2,575.00
Online CIMP Data Architecture and DCAM Certification CIMP Ex Data Architecture & DCAM Package

CIMP Data Governance and DCAM Package includes courses and exams necessary to earn Certified Information Management Professional (CIMP) designation in Data Governance track plus DCAM certification at a great discount.

Our Price: $3,435.00
Streaming Data: Concepts, Applications, and Technologies - online training course Streaming Data: Concepts, Applications, and Technologies

This 3-hour course covers the concepts, applications, and business and technical drivers for streaming data adoption, including an in-depth discussion of Apache Kafka.

Instructor: Dave Wells and Kevin Petrie

Our Price: $305.00
Data Architecture Fundamentals- online training course Data Architecture Fundamentals

This 5-hour online course looks at the concepts, principles, and products of data architecture through six different lenses – business alignment, data lifecycle management, data usage, content & structure, processing & storage, and technology.

Instructor: Mark Peco and Dave Wells

Our Price: $560.00
Designing and Implementing Analytics Data Architecture- online training course Designing and Implementing Analytics Data Architecture

This 4.5-hour course explores modern data management challenges, describes modern practices and data architecture design patterns, and describes a step-by-step process to get from business requirements to a modern data management architecture that is sustainable and adaptable to the future changes that are sure to come.

Instructor: Dave Wells and Jed Summerton

Our Price: $430.00
Operational Data Architecture - online training course Operational Data Architecture, Part 1: The Operational Data Landscape

This 5.5-hour course focuses on understanding today’s operational data landscape – an essential first step toward modernizing operational data architecture and operational data management.

Instructor: Angelo Bobak

Our Price: $540.00
Operational Data Architecture - online training course Operational Data Architecture, Part 2: Architectural Data Management

This 4-hour course focuses on understanding today’s operational data landscape – an essential first step toward modernizing operational data architecture and operational data management.

Instructor: Angelo Bobak

Our Price: $425.00
MDM Fundamentals - online training course MDM Fundamentals: Architecture and Implementation

This 4.5-hour course provides a comprehensive view of the critical elements for MDM success including business, architectural, people, process, project, and technology considerations. Learn from the real-world experiences of the instructor what it takes to make MDM work.

Instructor: William McKnight

Our Price: $460.00
Knowledge Graph Architecture for the Enterprise - online training course Knowledge Graph Architecture for the Enterprise

This 4.5-hour online training course gives businesses the perspective they need to migrate from viewing their enterprise information as a collection of data to viewing it as an ongoing graph of meaningful knowledge.

Instructor: Dean Allemang

Our Price: $675.00
Data Integration Techniques for Designing an ODS - online training course Data Integration Techniques for Designing an ODS

Business data integration is a complex problem that must be solved when organizations change or enhance their internal structures. This 3-hour online course presents a simple yet thorough process that describes the challenges of building an Operational Data Store (ODS) and the solutions to these challenges.

Instructor: Angelo Bobak

Our Price: $295.00
Introduction to Graph Databases - online training course Introduction to Graph Databases

This 4-hour online course will provide an overview of property graph database technology and teach the student how to translate business requirements to a property graph database design that can be implemented on any modern property graph database.

Instructor: John Singer

Our Price: $435.00
Data Modeling Fundamentals - online training course Data Modeling Fundamentals

This 4 hour and 45 min. online training teaches practical data modeling skills ranging from traditional relational modeling to key-value, document, graph, and semantic data modeling.

Instructor: Dave Wells

Our Price: $475.00
Deciphering Data Architectures - online training course Deciphering Data Architecture

This 4-hour course teaches which data architecture frameworks are best suited for specific business needs and how to implement them effectively to ensure data integrity, availability, and usability.

Instructor: James Serra

Our Price: $390.00