This course introduces the core concepts of modern data architecture and the evolution from traditional data warehouses to cloud-native lakehouses. You will explore the essential components of Microsoft Fabric and learn how to design modular architectures with OneLake as the foundation. The course covers setting up OneLake, working with different data formats, and implementing advanced virtualization techniques. By the end of this course, you will understand the fundamentals of a modern data architecture and be able to design a comprehensive blueprint for a data solution.
Trace the journey from traditional data warehouses to modern cloud-native lakehouses through a comprehensive exploration of data architecture history and transformation. You'll analyze the limitations of conventional approaches, understand the emergence of lakehouse architecture, and discover how unified platforms like Microsoft Fabric resolve enterprise data fragmentation. Through hands-on labs, interactive visualizations, and real-world case studies, you'll develop a solid foundation in modern data architecture principles that will inform your design decisions when implementing Microsoft Fabric solutions.
涵盖的内容
8个视频7篇阅读材料13个作业
显示有关单元内容的信息
8个视频•总计41分钟
Why data architecture evolution matters•4分钟
Visualizing architecture evolution•5分钟
Breaking through traditional barriers•5分钟
Identifying architectural bottlenecks•4分钟
The Lakehouse revolution•6分钟
Exploring Lakehouse features in Microsoft Fabric•6分钟
The power of unification•4分钟
Unified platform overview•6分钟
7篇阅读材料•总计70分钟
Course syllabus•10分钟
From mainframes to modern platforms•10分钟
Traditional architecture pain points•10分钟
Understanding Microsoft Fabric's Lakehouse•10分钟
Understanding Lakehouse architecture•10分钟
Unified platform principles•10分钟
Case study of real-world fragmentation example•10分钟
13个作业•总计240分钟
Modern data architecture evolution graded quiz•20分钟
Architecture timeline creation•15分钟
Data architecture evolution analysis•30分钟
Architecture history knowledge check•10分钟
Challenge assessment tool•15分钟
Traditional architecture challenge analysis•30分钟
Traditional limitations assessment knowledge check•10分钟
Lakehouse vs warehouse comparison•15分钟
Lakehouse feature matrix creation•30分钟
Lakehouse fundamentals knowledge check•10分钟
Data fragmentation to Fabric integration•15分钟
Fragmentation analysis and solutions•30分钟
Unified platform concepts knowledge check•10分钟
Microsoft Fabric as unified platform
第 2 单元•小时 后完成
单元详情
Explore Microsoft Fabric's approach to unifying enterprise data platforms and eliminating architectural fragmentation. You'll navigate the Fabric interface, understand how its components seamlessly integrate, and compare its capabilities to other platform approaches. Through guided demonstrations, hands-on lab exercises, and interactive comparisons, you'll gain insight into how Fabric's unified architecture addresses common data integration challenges. By the end of this module, you'll be able to articulate Fabric's unique value proposition and identify how its integrated services can solve real-world business scenarios.
涵盖的内容
8个视频5篇阅读材料13个作业
显示有关单元内容的信息
8个视频•总计38分钟
Microsoft Fabric vision•5分钟
First look at Microsoft Fabric•3分钟
Seamless integration benefits•4分钟
Tracing data through Fabric•7分钟
Solving fragmentation problems•4分钟
Identifying integration points•6分钟
Platform comparison insights•3分钟
Understanding Fabric Lakehouse core features•7分钟
5篇阅读材料•总计50分钟
Microsoft Fabric platform overview•10分钟
Integration architecture deep dive•10分钟
Data fragmentation challenges•10分钟
Fabric's unified solutions•10分钟
Unified platform landscape•10分钟
13个作业•总计240分钟
Data platform architecture comparison analysis•15分钟
Microsoft Fabric unified platform graded quiz•20分钟
Microsoft Fabric component configuration mapping•15分钟
Microsoft Fabric interface exploration•30分钟
Fabric fundamentals knowledge check•10分钟
Data pipeline flow visualization with Microsoft Fabric•15分钟
Data workflow tracing•30分钟
Integration architecture knowledge check•10分钟
Unifying siloed data with Microsoft Fabric•15分钟
Integration point analysis•30分钟
Fragmentation solutions knowledge check•10分钟
Platform comparison analysis•30分钟
Platform comparisons knowledge check•10分钟
Components of modern architecture
第 3 单元•小时 后完成
单元详情
Examine the essential building blocks that form a modern data architecture and how they interact within Microsoft Fabric's unified platform. You'll explore storage layer components including OneLake, understand distributed compute models, investigate transformation and integration approaches, and discover the importance of metadata governance. Through demonstrations, interactive exercises, and component mapping activities, you'll develop a comprehensive understanding of how these architectural elements work together to create scalable, flexible data platforms that meet diverse business needs.
涵盖的内容
8个视频5篇阅读材料13个作业
显示有关单元内容的信息
8个视频•总计38分钟
Storage layer evolution•4分钟
Exploring OneLake storage features•5分钟
Compute power for modern data•4分钟
Fabric compute engines overview•6分钟
The power of integration•4分钟
Fabric transformation capabilities•5分钟
The foundation of trust•4分钟
Fabric architecture component mapping•6分钟
5篇阅读材料•总计50分钟
Modern storage architecture•10分钟
Distributed compute architecture•10分钟
Transformation and integration strategies•10分钟
Governance and analytics architecture•10分钟
Case study - data lineage tracking•10分钟
13个作业•总计240分钟
OneLake storage exploration•30分钟
Fabric compute engine selection framework•15分钟
Modern architecture components graded quiz•20分钟
OneLake technical capabilities assessment•15分钟
Storage components knowledge check•10分钟
Compute engine comparison•30分钟
Compute architecture knowledge check•10分钟
Data integration pattern implementation with Fabric•15分钟
Transformation capability exploration•30分钟
Transformation and integration knowledge check•10分钟
Microsoft Fabric data governance architecture documentation•15分钟
Architecture component mapping•30分钟
Governance and analytics knowledge check•10分钟
OneLake foundations
第 4 单元•小时 后完成
单元详情
Master the fundamentals of OneLake as the central storage foundation for Microsoft Fabric workloads. You'll understand OneLake's underlying architecture, learn how to set up and organize workspaces, implement proper organizational hierarchies, and work with multiple data formats. Through guided demonstrations and hands-on labs, you'll gain practical experience creating OneLake environments and configuring them according to best practices. By the end of this module, you'll be able to establish a solid foundation for building modular data architectures with OneLake as your unified data storage layer.
涵盖的内容
8个视频4篇阅读材料11个作业
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8个视频•总计40分钟
OneLake as the data foundation•5分钟
OneLake architecture documentation navigation•8分钟
Workspace strategy matters•6分钟
Creating your first OneLake workspace•3分钟
Hierarchy for scale•4分钟
Organizational structure design•4分钟
Format flexibility advantage•5分钟
Format conversion demonstration•5分钟
4篇阅读材料•总计40分钟
OneLake architecture deep dive•10分钟
OneLake workspace management•10分钟
Understanding OneLake hierarchy•10分钟
OneLake data format support•10分钟
11个作业•总计210分钟
OneLake foundations mastery graded quiz•20分钟
OneLake architecture definition with templates•15分钟
OneLake conceptual diagram creation•30分钟
OneLake architecture knowledge check•10分钟
OneLake workspace creation and setup•30分钟
Workspace management knowledge check•10分钟
Enterprise organizational structure design•30分钟
Organizational hierarchy knowledge check•10分钟
Data format implementation and transformation in OneLake•15分钟
Multi-format data import and conversion•30分钟
Data formats knowledge check•10分钟
OneLake architecture patterns and virtualization techniques
第 5 单元•小时 后完成
单元详情
Apply advanced OneLake capabilities to design flexible, modular data architectures that seamlessly integrate with external systems. You'll implement virtualization techniques using shortcuts and mounting, create low-latency modular architectures, and develop frameworks for selecting the right architectural patterns based on specific business requirements. Through comprehensive hands-on labs and a guided architecture design project, you'll gain practical experience creating sophisticated data architectures that leverage OneLake's powerful virtualization capabilities. This module culminates in a capstone project where you'll design a complete Microsoft Fabric architecture for a realistic business scenario.
涵盖的内容
9个视频5篇阅读材料10个作业
显示有关单元内容的信息
9个视频•总计51分钟
Breaking down data silos•6分钟
Creating OneLake shortcuts•5分钟
Hands-on virtualization success•6分钟
Complete virtualization setup•5分钟
Modular architecture benefits•5分钟
Architecture design process•6分钟
A brief introduction to Fabric data warehouse•6分钟
Choosing the right pattern•6分钟
Pattern analysis demonstration•6分钟
5篇阅读材料•总计50分钟
OneLake virtualization concepts•10分钟
Virtualization implementation guide•10分钟
Modular architecture principles•10分钟
Architecture pattern selection guide•10分钟
Microsoft Fabric architecture overview•10分钟
10个作业•总计240分钟
Architecture patterns and virtualization graded quiz•20分钟
Course project: Modern data architecture blueprint•60分钟
External data source integration•30分钟
Virtualization concepts knowledge check•10分钟
End-to-end virtualization implementation•30分钟
Implementation practices knowledge check•10分钟
Modular architecture design project•30分钟
Modular design principles knowledge check•10分钟
Business scenario analysis and recommendations•30分钟
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