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所在平台: Udemy |
课程主页: https://www.udemy.com/course/data-architecture-mastery/
课程评论：没有评论
课程名称：数据架构精通与Microsoft Fabric 概述：欢迎参加《数据架构精通与Microsoft Fabric》课程！请注意，这不是数据工程课程。数据架构关注设计一个蓝图，以帮助开发您的数据资产。虽然课程涵盖了不同的技术，但并不深入探讨所有工具的技术细节，您需要参加其他课程来了解这些内容。此外，课程通过幻灯片解释了关键术语和概念，旨在建立理论基础以理解关键概念。在课程的顶点项目中，您将有机会尝试设计自己的架构蓝图，因此课程包含实用元素。课程中有使用Microsoft Fabric的技术示例，展示如何利用数据湖和数据仓库等概念来创建数据资产。 准备好踏上深入数据架构核心的转型之旅了吗？本课程将带您掌握设计数据景观的艺术，在创意和战略交汇的地方塑造信息系统的未来。 解锁数据设计的力量：数据架构不仅仅是技术问题，更是关于制定一个计划，将原始数据转化为宝贵的洞察力。欢迎加入我们，探索数据架构在构建稳健系统和设计经得起时间考验的数据结构中的关键作用。 精通基础：我们的课程将深入基础知识，揭示数据的重要性，并探讨数据建模的三种基本层次。从概念领域到具体的物理结构，您将深入理解如何有效地构建信息架构。 使用ERD可视化：成为叙事高手，制作实体关系图（ERDs）。我们将指导您创建生动的叙述，揭示复杂数据关系的艺术。以在线零售店示例为画布，您将创作出清晰而引人注目的ERD。 动态数据管理与Medallion架构：告别静态方法，深入动态的Medallion架构世界，应用铜、银、金三个层次提升数据质量与可用性。从原始数据转变为经过精心策划的数据集，揭示新的价值维度。 技术解码：在不迷失于技术术语的情况下，导航复杂的数据技术领域。从数据库管理系统（DBMS）到DBMS和湖屋工具，您将获得选择和利用适合任何场景的正确技术的智慧。 顶点项目：设计明天的数据景观：在实践中运用您新学到的知识，完成顶点项目。通过真实的Adventure Works数据集，制作逻辑模型，构建实体关系图（ERD），并实施Medallion架构的三个阶段（铜、银、金），展示您的精通与设计明天的数据景观！ Microsoft Fabric：通过使用Microsoft Fabric创建湖屋、数据仓库或直接在Power BI中创建数据集，应用您的新知识。学习如何导入数据、建模关系并自动刷新数据。
Welcome to "Data Architecture Mastery and Microsoft Fabric"!Please note, this is NOT a data engineering course. Data Architecture is about designing a blueprint that you can use to develop your data estate. Although the course talks about different technologies, it doesn't look at the technicalities of all of these tools. You would need to take a different course for this.In addition, the course explains key terms and concepts using slides. It is important to cover the theory so you have a grounding in key concepts. You will get the opportunity to try designing your own architecture blueprint in the Capstone Project so there are practical elements to this course. The course does cover technical examples in Microsoft Fabric to showcase how you can use concepts like data lakes and data warehouses to create your data estate.Are you ready to embark on a transformative journey into the heart of data architecture? This course is your passport to mastering the art of designing data landscapes, where creativity meets strategy to shape the future of information systems.Unlock the Power of Data Design:Data architecture isn't just about technicalities; it's about crafting a plan that transforms raw data into invaluable insights. Join us to discover the pivotal role of data architecture in building robust systems and designing data structures that stand the test of time.Foundations of Mastery:Our course begins with a deep dive into the fundamentals, unraveling the significance of data and exploring the three essential levels of data modeling. From the conceptual realm to the tangible physical structures, you'll develop a profound understanding of how to architect information effectively.Visualize with ERDs:Become a master storyteller with Entity-Relationship Diagrams (ERDs). We guide you through the art of creating visual narratives that breathe life into complex data relationships. The Online Retail Store example becomes your canvas as you craft compelling ERDs that resonate with clarity.Dynamic Data Management with Medallion Architecture:Leave behind static approaches. Dive into the dynamic realm of Medallion Architecture, where you'll apply the Bronze, Silver, and Gold layers to elevate data quality and usability. Transform raw data into curated datasets that unveil new dimensions of value.Technologies Decoded:Navigate the diverse landscape of data technologies without getting lost in technical jargon. From Database Management Systems (DBMS) to tools for DBMS and Lake Houses, you'll gain the wisdom to choose and leverage the right tech for any scenario.Capstone Project: Design Tomorrow's Data Landscape: Apply your newfound knowledge in a hands-on Capstone Project. Craft a logical model, construct an Entity-Relationship Diagram (ERD), and implement the three stages of Medallion Architecture (Bronze, Silver, Gold) using the real-world Adventure Works dataset. Showcase your mastery and design tomorrow's data landscape!Microsoft Fabric: Apply your newfound knowledge by using Microsoft Fabric to create a lakehouse, data warehouse or dataset directly in Power BI. Learn how to ingest data, model relationships and automate data refreshes.
