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所在平台: Udemy |
课程主页: https://www.udemy.com/course/apache-superset-modern-bi-dashboards/
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课程名称：Apache Superset 大师班：构建现代商业智能仪表板 概述： 在“掌握 Apache Superset”课程中，您将学习如何使用这种流行的开源商业智能平台，构建美观的交互式仪表板并挖掘数据洞察。该课程旨在为数据分析师、开发人员、数据工程师以及对数据充满热情的任何人提供帮助，让您能够将原始数据转化为有意义的可视化故事，且无需精通编码。 课程内容简介： 模块 1：入门 - 了解 Apache Superset 及其在全球数据团队中的日益普及 - 探讨如何将其融入现代数据堆栈 - 使用 Docker 安装 Superset（以及其他替代方案） 模块 2：连接数据 - 设置与 PostgreSQL、MySQL、DuckDB 等数据库的连接 - 创建和管理数据集 - 编写 SQL 查询和构建虚拟数据集 模块 3：可视化数据 - 探索 30 多种内置图表类型 - 配置过滤器、工具提示、自定义指标和钻取功能 - 构建简洁有效可视化的最佳实践 模块 4：讲述故事的仪表板 - 将多个图表组合成动态仪表板 - 实现交叉过滤、交互性和布局自定义 - 分享、导出和嵌入仪表板到其他平台 模块 5：分析师的 SQL 实验室 - 使用 SQL 实验室编写、保存和重用查询 - 在浏览器中直接分析大数据集 - 将 SQL 实验室输出集成到仪表板中 模块 6：用户访问与安全 - 基于角色的访问控制 (RBAC) - 实施行级安全 (RLS) - 管理用户、权限和团队协作 模块 7：Superset 管理 - 理解 Superset 的架构 - 配置性能和缓存 - 适用于生产环境的部署选项 课程结束后，您将能够： - 自信地安装、配置和使用 Apache Superset 进行商业智能 - 创建视觉吸引力十足的仪表板，讲述清晰且可执行的故事 - 在高度交互的环境中与真实数据库和数据集协作 - 通过直观的可视化与决策者或客户共享您的洞察
Mastering Apache Superset: Build Modern BI DashboardsAre you looking for a fast, modern, and open-source alternative to expensive BI tools like Tableau or Power BI?Welcome to "Mastering Apache Superset" - your complete guide to building beautiful, interactive dashboards and unlocking insights with data, using one of the most popular open-source business intelligence platforms available today.Whether you're a data analyst, developer, data engineer, or just someone passionate about working with data, this course will help you turn raw data into meaningful, visual stories-without needing to be a coding expert.What This Course Covers:Module 1: Getting StartedWhat is Apache Superset and why it's gaining popularity in data teams globallyHow it fits into a modern data stackInstalling Superset using Docker (and alternatives if needed)Module 2: Connecting to Your DataSetting up connections to PostgreSQL, MySQL, DuckDB, etc.Creating and managing datasetsWriting SQL queries and building virtual datasetsModule 3: Visualizing Your DataExplore 30+ built-in chart typesConfigure filters, tooltips, custom metrics, and drilldownsBest practices for building clean and effective visualizationsModule 4: Dashboards That Tell a StoryCombine multiple charts into dynamic dashboardsCross-filtering, interactivity, and layout customizationSharing, exporting, and embedding dashboards in other platformsModule 5: SQL Lab for AnalystsUse SQL Lab to write, save, and reuse queriesAnalyze large datasets directly in the browserIntegrate SQL Lab outputs into dashboardsModule 6: User Access & SecurityRole-based access control (RBAC)Implementing row-level security (RLS)Managing users, permissions, and team collaborationModule 7: Superset AdministrationUnderstanding Superset's architectureConfiguring performance and cachingDeployment options for production environmentsBy the End of This Course, You'll Be Able To:Confidently install, configure, and use Apache Superset for business intelligenceCreate visually compelling dashboards that tell clear, actionable storiesWork with real databases and datasets in a highly interactive environmentShare your insights with decision-makers or clients through intuitive visuals
