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所在平台: Udemy |
课程主页: https://www.udemy.com/course/microsoft-azure-data-lake/
课程评论：没有评论
**Coursera 课程总结：Microsoft Azure Data Lake Storage 服务 (Gen1 & Gen2)** 本课程适合初学者和中级学习者，旨在全面介绍 Microsoft Azure Data Lake Storage (ADLS) 服务，特别是 Gen1 和 Gen2 版本。ADLS 是一个云端存储库，能够存储结构化和非结构化数据，如文档、图片和社交媒体流。 **课程核心内容：** * **ADLS 概述与优势：** 深入了解 ADLS 的特性和属性，理解其作为 Azure 大数据处理核心存储的地位。 * **数据摄取：** 学习将数据导入 ADLS 的各种工具和场景。 * **数据生命周期与架构：** 探索围绕数据湖的数据生命周期管理和架构设计。 * **端到端演示：** 通过实际操作演示，学习如何使用 Azure Databricks 和 Azure HDInsight 摄取、处理和导出数据。 * **数据安全：** 掌握 ADLS 的五层数据安全机制，并通过 Azure 门户进行配置。 * **监控与优化：** 学习使用 Azure 提供的工具监控 Data Lake Storage 服务，并掌握优化技术。 **课程特色：** * **实操导向：** 包含大量动手示例，帮助学习者更好地理解和掌握 ADLS 的实际应用。 * **内容全面：** 涵盖 ADLS 的核心概念、技术和最佳实践。 * **灵活学习：** 提供视频讲座、PPT、演示资源、测验、作业等多种学习材料，永久访问，并包含未来更新。 * **价值保障：** 提供课程完成证书和 30 天无理由退款保证。 **目标受众：** 任何对学习 Azure Data Lake Storage 服务感兴趣的人士，即使没有先修知识，但具备基本的数据仓库和数据库概念将更有助于快速理解。 **语言：** **英语** (课程提供英文视频讲座，字幕质量可能不足以支持非英语母语者)。 **总而言之，这是一门实践性强、内容详实的课程，能够帮助您系统地掌握 Azure Data Lake Storage 服务，并自信地进行大数据存储、处理和分析。**
Course IntroductionAzure Data Lake Storage Gen2 (ADLS) is a cloud-based repository for both structured and unstructured data. For example, you could use it to store everything from documents to images to social media streams.The most effective way to do big data processing on Azure is to store your data in ADLS and then process it using Spark (which is essentially a faster version of Hadoop) on Azure Databricks.In this course, you will follow hands-on examples to import data into ADLS and then securely access it and analyze it using Azure Databricks and Azure HDInsight.You will also learn how to monitor and optimize your Data Lake Storage.Expected OutcomesAfter this course:You will have a very good understanding of Data lake features and propertiesYou will learn about different tools and scenarios to ingest data into Data Lake.You will learn about Data Lifecycle and Architecture around Data LakeYou will be doing end to end demos to ingest, process, and export data using Databricks and HDInsight.You will learn about 5 layers of Data Security and how to configure them using the Azure portal.You will also learn about different tools Azure provides to monitor Data Lake Storage service.And finally, you will learn optimization techniques for Data Lake Storage.Intended AudienceAnyone interested in learning Azure Data Lake Storage ServiceLevelBeginners and intermediate levelI have a few crash courses (Free) for absolute beginners, you can find links on my website.PrerequisitesThere is no prerequisite for this courseBasic understanding of Data warehouse and Database, in general, will help you understand quickly.LanguageEnglishIf you are not comfortable in English, please do not take a course, captions are not good enough to understand the course.What's insideVideo lectures, PPTs, Demo Resources, Quiz, Assignment, other important linksFull lifetime access with all future updatesCertificate of course completion30-Day Money-Back GuaranteeSome students FeedbackOne of the most amazing courses i have ever taken on Udemy. Please don't hesitate to take this course. The instructor is really professional and has a great experience about the subject of the course. - Khadija BadaryVery nicely explained most of the concepts. a must have course for beginners - Manoranjan SwainI appreciate this course explaining everything in great detail for a beginner. This will assist me in overcoming challenges at my work - Benjamin CurtisGood course for Beginners. Labs are really helpful to grasp the concept. Thank you - Sapna
