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.

Modern Data Architecture Fundamentals with Microsoft Fabric

位教师: Microsoft
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60 项作业
January 2026
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该课程共有5个模块
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
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
- 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
- Modern data architecture evolution graded quiz• 20分钟
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
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
- 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
- Data platform architecture comparison analysis• 15分钟
- Microsoft Fabric unified platform graded quiz• 20分钟
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
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 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 storage exploration• 30分钟
- Fabric compute engine selection framework• 15分钟
- Modern architecture components graded quiz• 20分钟
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
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 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 foundations mastery graded quiz• 20分钟
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
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
- 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
- Pattern selection criteria knowledge check• 10分钟
- Architecture patterns and virtualization graded quiz• 20分钟
- Course project: Modern data architecture blueprint• 60分钟
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