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所在平台: Udemy |
课程主页: https://www.udemy.com/course/databricks-sql-for-data-analysts/
课程评论:没有评论
**课程名称:** Databricks SQL for Data Analysts (面向数据分析师的 Databricks SQL) **课程概述:** 本课程专为希望掌握 Databricks SQL 这一热门大数据工具的数据分析师设计。Databricks Lakehouse 平台被全球超过 9000 家组织(包括 Fortune 500 强企业中的 40% 以上)所信赖。 课程将重点介绍 Databricks SQL 平台,这是一个用于查询和分析大型数据集的强大工具,在当今数据驱动的世界中具有极高的相关性。掌握此技能将显著提升您的就业能力和职业前景。 本课程适合有经验的数据分析师学习 Databricks,也适合没有经验但有志于从事数据分析的新手。您将从零开始学习 SQL 编码。此外,本课程也可作为准备 Databricks 数据分析师认证的备考指南。 课程内容丰富,包含大量讲座和动手实践练习,确保您保持参与度和学习效果。课程旨在教授您如何在 Databricks 上进行数据分析,理解 Unity Catalog 和 Databricks Lakehouse 架构。 **核心教学内容:** * **设置与概览:** Databricks 平台的介绍和环境搭建。 * **Databricks 查询:** 学习如何在 Databricks 中编写和优化 SQL 查询。 * **数据存储与管理:** 使用 Databricks 存储和管理数据。 * **外部表与托管表:** 理解和运用不同类型的数据表。 * **SQL 数据分析:** 利用 SQL 进行深入的数据分析。 * **Data Lakehouse 架构:** 学习 Databricks Lakehouse 的底层架构。 * **Delta 文件格式:** 掌握 Delta Lake 的特性和优势。 * **数据可视化与仪表板:** 通过可视化工具展示数据分析结果。 * **访问控制与数据治理:** 学习如何管理数据访问和确保数据治理。 * **Unity Catalog:** 深入了解 Unity Catalog 的功能和应用。
Databricks is one of the most in demand big data tools around. More than 9,000 organizations worldwide - including and over 40% of the Fortune 500 - rely on the Databricks Lakehouse Platform.We will be focussing specifically on the Databricks SQL Platform.Databricks SQL is a powerful tool used for querying and analyzing large datasets, making it highly relevant in today's data-driven world. Learning this skill can enhance your employability and career prospects.This course can be taken by experienced data analysts who are interested in learning about Databricks or even aspiring Data Analysis with no prior experience. I will teach you everything you need to know including how to code in SQL!It can also be taken as a guide for students who are aiming to achieve the Databricks Data Analyst Certification.The course is packed with lectures and hands-on development. This should be more than enough to keep you engaged and learning! The course is aimed at teaching you Data Analysis on Databricks, Unity Catalog and the Databricks Lakehouse Architecture.The curriculum is extensive and will cover a variety of areas including:Set Up and OverviewDatabricks QueriesStoring and Managing Data with DatabricksExternal and Managed TablesData Analysis with SQLData Lakehouse ArchitectureDelta File FormatData Visualization and DashboardsAccess Control and Data GovernanceUnity Catalog