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所在平台: Udemy |
课程主页: https://www.udemy.com/course/t-sql-chatgpt-power-bi-ai-visuals-tutorial/
课程评论：没有评论
课程名称：T-SQL与Power BI及人工智能：ChatGPT驱动的数据解决方案 课程概述：本课程旨在结合T-SQL和Power BI的强大功能，通过ChatGPT提升您的数据技能，提供AI驱动的解决方案。无论是处理大型数据集、进行数据转换，还是创建有影响力的可视化，课程涵盖了增强工作流程的必要技术和工具。 第一部分将深入探讨T-SQL基础及高级脚本编写，利用ChatGPT学习如何生成复杂的SQL查询、排除错误、格式化脚本并有效使用注释。课程将通过实践练习帮助您掌握创建带有身份和主键列的表，以及如何将CSV或Excel文件中的数据插入数据库。同时，您还将探索外键关系、重置身份列的复杂性，以及ChatGPT在T-SQL任务中的局限性。 接下来的部分涵盖数据导入和导出：学习如何利用ChatGPT创建高效的大批量插入命令，处理Unicode和非Unicode数据，并在数据导入过程中管理外键约束。您还将学习创建具有外键的事实表，并发现使用导入导出向导的最佳实践及常见问题的排查方法。 在商业场景部分，您将学习如何使用Excel数据更新表格、实现事务处理，并利用ChatGPT处理各种维度和事实表之间的数据加载。了解如何自动化数据任务，并通过AI解决方案简化操作流程。 在Power Query部分，您将专注于为Power BI模型构建日期表。发现如何创建自定义列公式，添加财政年度、季度及月份编号列，并建立优化性能所需的关系。通过实战练习，测试您的Power BI模型的正确性。 最后，深入探讨利用人工智能进行Power BI可视化。学习如何使用AI驱动的功能，如分解树、关键影响因素可视化和问答可视化。了解穿透和深入技术的区别，并利用智能叙述和工具提示等互动工具增强您的故事讲述能力。 通过本课程，您将能够自信地编写T-SQL查询，利用ChatGPT自动化复杂任务，在Power BI中加载和管理数据，并创建推动业务洞察的互动可视化。无论您是有志的数据分析师、BI开发人员还是数据库专业人士，本课程都将为您提供高效工作所需的核心技能。 关键技能： - 使用ChatGPT生成T-SQL脚本并排除错误 - 使用ChatGPT进行数据导入和导出 - 创建带有身份和主键约束的表 - 从CSV/Excel加载数据到SQL Server和Power BI - 在Power Query中为Power BI构建强健的日期表 - 利用Power BI的AI功能进行高级可视化 - 改进数据工作流程和商业智能报告 立即加入课程，开始利用AI简化您的数据任务，提升您的T-SQL和Power BI技能！
Unlock the power of T-SQL and Power BI with ChatGPT in this comprehensive course designed to elevate your data skills using AI-driven solutions. Whether you're working with large datasets, performing data transformations, or creating impactful visualizations, this course covers the essential techniques and tools to enhance your workflow.In the first section, you'll dive into T-SQL basics and advanced scripting using ChatGPT. Learn how to generate complex SQL queries, troubleshoot errors, format your scripts, and effectively use comments. With practical exercises, you'll also master the process of creating tables with identity and primary key columns, and insert data from CSV or Excel files into your database. Explore the intricacies of foreign key relationships, resetting identity columns, and the limitations of ChatGPT in T-SQL tasks.The next section covers data import and export: learn to leverage ChatGPT for creating efficient bulk insert commands, handling Unicode and non-Unicode data, and managing foreign key constraints during data imports. You'll also tackle creating fact tables with foreign keys, and discover best practices for using the Import Export Wizard and troubleshooting common issues.Move into business scenarios, where you'll learn to update tables using Excel data, implement transactions, and handle various types of data loads between dimension and fact tables using ChatGPT. Understand how to automate data tasks and streamline your operations with AI-powered solutions.In the Power Query section, you'll focus on building a Date Table for your Power BI models. Discover how to create custom column formulas, add fiscal year, quarter, and month number columns, and establish relationships for optimal performance. You'll also test the correctness of your Power BI model with practical, hands-on exercises.Finally, dive into Power BI Visualizations with Artificial Intelligence. Learn how to use AI-powered features like the Decomposition Tree, Key Influencer visual, and the Q & A Visual. Understand the differences between drill-through and drill-down techniques, and enhance your storytelling with interactive tools like Smart Narratives and Tooltips.By the end of this course, you'll be able to confidently write T-SQL queries, automate complex tasks with ChatGPT, load and manage data in Power BI, and create interactive visualizations that drive business insights. Whether you're an aspiring data analyst, BI developer, or database professional, this course equips you with the essential skills to work efficiently and effectively with AI-powered tools.Key Skills You Will Learn:Generating T-SQL scripts and troubleshooting errors using ChatGPTData imports and exports with ChatGPTCreating tables with identity and primary key constraintsLoading data from CSV/Excel into SQL Server and Power BIBuilding a robust Date Table in Power Query for Power BIUtilizing Power BI's AI capabilities for advanced visualizationsImproving data workflows and business intelligence reportingJoin today and start leveraging AI to streamline your data tasks and elevate your T-SQL and Power BI skills!
