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所在平台: Udemy |
课程主页: https://www.udemy.com/course/master-azure-synapse-analytics-beginner-to-pro-in-2-days/
课程评论：没有评论
课程名称：Azure Synapse Analytics：初学者到专家 课程概述： 本课程是关于Azure Synapse Analytics的全面探索，旨在帮助学员从初学者成长为专家。重大的更新内容（2024年9月）：根据学生的反馈，所有课程视频的音质已得到了改善，确保您享受到更清晰的听觉体验。您的反馈至关重要，我致力于让这门课程尽可能有效和愉快！请注意，如果您已经注册了“DP-203：Azure数据工程师助理 - 初学者到高级”课程，本课程的内容可能与其相似，因此可能不必要。 课程内容涉及Azure Synapse Analytics的集成生态系统，重点在于专用SQL池、无服务器SQL池和Spark池。学习者将首先掌握专用SQL池，深入了解大规模并行处理的强大功能。课程将教授通过分区、动态管理视图、创建和管理物化视图及实施有效的工作负载管理策略来优化性能。同时，安全性是课程的一个重要方面，确保学员熟悉增强专用SQL池的安全措施，包括条件访问、动态数据掩码、列级安全性、行级安全性和加密等。 接下来，课程将介绍无服务器SQL池，教您如何高效进行按需数据查询和转换。您还将理解多种重要的身份验证策略，以支持无服务器SQL池中的安全和高效数据操作。此外，课程还将详细检查Spark池，学习者将使用PySpark和Spark SQL进行操作。课程提供实践实验，确保您能够在真实场景中应用数据湖屋架构和Delta Lake的概念。 对于初学者，本课程提供SQL和数据基础知识的坚实基础，确保每个人都能跟上课程进度并建立自己的专业技能。 学习内容包括： - 掌握Azure Synapse Analytics的主要组件：专用SQL池、无服务器SQL池和Spark池。 - 通过掌握分布和索引，发挥专用SQL池的大规模并行处理能力。 - 运用分区、动态管理视图、物化视图和有效的工作负载管理等优化性能的技术。 - 通过条件访问、动态数据掩码、列级安全性、行级安全性和加密等手段增强专用SQL池的安全性。 - 利用无服务器SQL池进行高效的按需数据查询和转换。 - 理解无服务器SQL池的身份验证策略。 - 使用PySpark和Spark SQL探索Spark池。 - 通过实践实验实施数据湖屋架构和Delta Lake。 - 为初学者打下坚实的SQL和数据基础。 通过完成本课程，您将掌握管理和优化Azure Synapse Analytics内数据操作的技能，从初学者成长为高级实践者。现在就报名参加，让您的学习之旅充满信心！
Important Update (Sep 2024): Based on valuable feedback from students, I have improved the sound quality of all course videos to ensure a clearer and more enjoyable listening experience. Your feedback is always appreciated, and I'm committed to making this course as effective and enjoyable as possible!PLEASE NOTE: If you are already enrolled in the course "DP-203: Azure Data Engineer Associate - Beginner to Advanced", this course covers similar content and may not be necessary for you.This comprehensive course on Azure Synapse Analytics provides an in-depth exploration of its integrated ecosystem, focusing on Dedicated SQL Pools, Serverless SQL Pools, and Spark Pools.You'll start by mastering Dedicated SQL Pools, delving into the power of massive parallel processing. Learn to optimize performance through advanced techniques like Partitioning, leveraging Dynamic Management Views, creating and managing Materialized Views, and implementing effective Workload Management strategies. Security is paramount, and this course ensures you are well-versed in enhancing security measures for Dedicated SQL Pools, including Conditional Access, Dynamic Data Masking, Column-level Security, Row-level Security, and Encryption.Next, the course covers Serverless SQL Pools, teaching you how to efficiently perform on-demand data queries and transformations. You'll also understand the various authentication strategies essential for secure and efficient data operations in Serverless SQL Pools.The curriculum also includes a thorough examination of Spark Pools, where you'll work with PySpark and Spark SQL. You'll gain hands-on experience implementing the Data Lakehouse architecture and Delta Lake through practical labs, ensuring you have the skills to apply these concepts in real-world scenarios.For beginners, the course provides a solid foundation in SQL and data fundamentals, ensuring everyone can follow along and build their expertise from the ground up.What You Will Learn:Master the components of Azure Synapse Analytics: Dedicated SQL Pools, Serverless SQL Pools, and Spark Pools.Harness the power of massive parallel processing in Dedicated SQL Pools by mastering Distributions and Indexing.Optimize performance with techniques like Partitioning, Dynamic Management Views, Materialized Views, and effective Workload Management.Enhance security in Dedicated SQL Pools using Conditional Access, Dynamic Data Masking, Column-level Security, Row-level Security, and Encryption.Utilize Serverless SQL Pools for efficient on-demand data queries and transformations.Understand authentication strategies for Serverless SQL Pools.Explore Spark Pools using PySpark and Spark SQL.Implement Data Lakehouse architecture and Delta Lake through hands-on labs.Build a strong foundation in SQL and data fundamentals for beginners.By the end of this course, you'll be equipped with the skills to manage and optimize your data operations within Azure Synapse Analytics, making you proficient from beginner to advanced levels.Enroll now to start your learning journey with confidence!
