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所在平台: Udemy |
课程主页: https://www.udemy.com/course/essentialsql-microsoft-fabric-data-engineering-mastery/
课程评论：没有评论
课程名称：微软Fabric数据工程精通：完整指南 课程概述： 通过这门全面的实践课程，解锁数据工程的潜力。该课程专为数据工程师、分析师和IT专业人士设计，提供构建可扩展、坚固的数据解决方案所需的实用技能。通过真实场景练习和详细的案例研究，您将掌握利用微软Fabric最新技术进行数据转换、集成和管道自动化的能力。 学习内容： - 微软Fabric入门：从核心特性、工作区设置和数据摄取流程开始，奠定坚实的基础。 - Medallion架构精通：学习如何按照原始、铜、银和金四个层次实现Medallion架构，以高效和可扩展地处理数据。 - 数据流Gen 2的转换：探索数据流Gen 2，管理原始到金层的数据，并排除常见问题以实现无缝摄取。 - 高级SQL与Python集成：使用SQL和Python进行数据处理、自动化和转换。构建强大的管道，自动化工作流程，并利用PySpark增强数据管理能力。 - 可视化与报告：了解如何使用PowerBI可视化数据，设计互动仪表盘并创建面向决策的综合报告。 - 端到端数据工程解决方案：使用数据流、管道和转换技术构建完整的数据工程工作流程，以建立可扩展的架构。 - 实践应用：通过汽车销售案例研究，巩固所学概念，应用每个工具和技术解决实际问题。 课程特色： - 实践学习：参与指导练习，跟随讲师一起从零开始实施真实的数据工程解决方案。 - 灵活的学习路径：可以按照自己的节奏学习，从基础技能开始，逐步深入复杂的数据处理。 - 互动练习与真实场景：构建和优化数据流、管道和数据模型，以解决常见的数据工程挑战。 - 直接的讲师支持和社区互动：获取专家指导，连接学习者社区，共享见解和解决问题。 适合人群： - 希望深化微软Fabric和数据处理专业知识的数据工程师和分析师。 - 希望利用微软Fabric简化数据管理的数据库管理员。 - 渴望为分析创建端到端解决方案的商业智能专业人士。 - 希望扩大大型数据数据工程能力的数据科学家。 - 有兴趣使用微软尖端数据工程工具的IT专业人士和技术爱好者。 提升数据工程技能，加入我们，体验实践式学习，掌握构建可扩展数据解决方案的实用方法！注意：该课程是Fabric的良好入门，涵盖Azure数据工程师助理认证所需的多个主题。查看预览课程“微软Fabric数据工程与认证对齐介绍”，了解所涵盖的内容和不涵盖的内容。
Unlock the potential of data engineering with Microsoft Fabric in this comprehensive, hands-on course. Designed for data engineers, analysts, and IT professionals, this course provides practical skills to build scalable, robust data solutions. Through real-world exercises and a detailed case study, you'll master data transformation, integration, and pipeline automation with Microsoft Fabric's latest technologies.What You'll Learn:Introduction to Microsoft Fabric: Begin with an overview of Microsoft Fabric's core features, workspace setup, and data ingestion processes to lay a strong foundation.Medallion Architecture Mastery: Learn to implement the Medallion Architecture by organizing data into Raw, Bronze, Silver, and Gold layers for efficient and scalable processing.Dataflows Gen 2 for Transformation: Explore Dataflows Gen 2 to manage data across stages, from Raw to Gold, while troubleshooting common issues for seamless ingestion.Advanced SQL and Python Integration: Use SQL and Python for data processing, automation, and transformation. Build powerful pipelines, automate workflows, and leverage PySpark for enhanced data management.Visualization and Reporting: Gain insights into using PowerBI to visualize data, design interactive dashboards, and create comprehensive reports tailored for decision-making.End-to-End Data Engineering Solutions: Construct complete data engineering workflows using Dataflows, pipelines, and transformation techniques to build scalable architectures.Practical Application with Car Sales Case Study: Follow a real-world case study to reinforce concepts, applying each tool and technique to solve practical problems.Course Highlights:Hands-On Learning: Participate in guided exercises to work alongside the instructor, implementing real data engineering solutions from scratch.Flexible Learning Path: Advance at your own pace, beginning with foundational skills and moving to complex data processing with SQL, Python, and Spark.Interactive Exercises and Real-World Scenarios: Build and optimize dataflows, pipelines, and data models to solve common data engineering challenges.Direct Instructor Support and Community Engagement: Access expert guidance and connect with a community of learners to share insights and troubleshoot issues.Who Should Enroll:Data Engineers and Analysts looking to deepen their expertise in Microsoft Fabric and data processing.Database Administrators wanting to streamline data management with Microsoft Fabric.Business Intelligence Professionals eager to create end-to-end solutions for analytics.Data Scientists expanding their data engineering capabilities for large-scale data.IT Professionals and Tech Enthusiasts interested in Microsoft's cutting-edge data engineering tools.Take your data engineering skills to new heights with Microsoft Fabric. Join us for hands-on experience and a practical approach to building scalable data solutions!Note: This course is a good introduction to Fabric and covers many of the topics required for the Azure Data Engineer Associate certification. Check out the preview lesson "Introduction to Microsoft Fabric Data Engineering and Certification Alignment" to see what's covered and what is not.
