Master BI, SSIS, SSRS, SSAS & MDX - Zero to Hero

所在平台: Udemy

课程主页: https://www.udemy.com/course/master-bi-ssis-ssrs-ssas-mdx-zero-to-hero-2024/

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**课程名称:** Master BI, SSIS, SSRS, SSAS & MDX - Zero to Hero **课程概述:** 本课程是您掌握Microsoft商业智能(MSBI)的终极指南,旨在帮助您从零基础成长为一名精通数据集成、分析和报告的专业人士。通过详细的指导和真实的动手实验,您将深入了解MSBI的核心组件,包括SQL Server Integration Services (SSIS)、Analysis Services (SSAS) 和 Reporting Services (SSRS)。 **课程重点:** * **MSBI全景:** 全面掌握MSBI的运作机制,从环境搭建到BI解决方案的构建与部署。 * **精通SSIS:** 学习ETL(抽取、转换、加载)流程,掌握数据集成的高级技巧,如条件分割、数据转换、包部署、不同类型的连接、数据透视/逆透视、聚合、模式设计、SCD(慢变维度)、查找概念、事务分组、检查点日志记录、数据质量检查、CDC(变更数据捕获)以及脚本组件等。 * **深入SSAS:** 学习构建多维OLAP立方体(OLAP Cubes),理解时间智能、层次维度、KPI(关键绩效指标)、聚合、度量值公式、分区与存储模式(MOLAP-ROLAP)、透视(Perspectives)、多维表达式(MDX)查询语言,以及与表格模型(Tabular Model)的区别。 * **强化SSRS:** 学习创建各种类型的报告,包括动态和交互式报告、钻取报告(Drilldown Reports)、矩阵报告、表格报告,并掌握图表、仪表(Gauges)、指标(Indicators)等高级可视化技术,以及在生产环境中部署报告和创建简单仪表板。 **学完后您将能够:** * 熟练运用SSIS进行复杂的数据集成和ETL处理。 * 构建和管理SSAS中的多维和表格数据模型。 * 使用MDX语言进行高效的数据分析。 * 设计并部署功能丰富的SSRS报告,实现业务数据的可视化。 * 从MSBI初学者成长为一名具备实战能力的专业人士。 **目标学员:** 所有希望掌握MSBI技术,提升数据分析和报告能力的初学者及专业人士。

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课程详情

If mastering MSBI is your goal, you've arrived at the definitive tutorial, I Mean it.Do you aspire to conquer MSBI and create a strong foundation in data integration, analysis, and reporting, this tutorial is for you. Engage in a detailed guideline that not only covers MSBI but will also transform you from a beginner to an accomplished professional in no time by this course. This module serves as a compass point for all those who wish to command the inside workings of MSBI, containing special sections about SQL Server Integration Services (SSIS), Analysis Services (SSAS), and Reporting Services (SSRS), to obtain a complete image of business intelligence.Unlock the Power of MSBI: Let's dive into the heart of this field of study and steer you through many real-world labs, which demonstrate the skills and knowledge you will need to be proficient with. Along the way the exercises explore how to add your touch; from setting an environment to building and deploying BI solutions, every aspect of preparation is addressed appropriately.Master SSIS with Ease: Obtain skillfulness in ETL procedures through SSIS tools. Study to be able to carry out the process of problem-solving with data. Develop data integration processes based on expert advanced functionalities e.g. conditional splits, data transformation, and deploying of packages.Advance with SSAS: Plumb the depths of SSAS in a detailed manner: Learn to build OLAP cubes that are multidimensional and see the inner workings of time series and the subtleties of hierarchical dimensions. Decipher the contingency of KPIs, aggregations, and data quality management, which is instrumental in building up data analytics models and the process of better decision-making.Elevate Reporting with SSRS: From an SSRS novice to an expert SSRS guru who will enrich your reports by including dynamic and interactive components. This course covers all the basic knowledge of creating reports to go further to learn the report matrices and tabulation reports, all this advanced visualization includes the Bar charts, gauges, indicators, and much more.Students will learn how to:SSIS - SQL Server· ETL-Dataflow-Introduction· Conditional Split and Data Conversion· Setting Pipeline Dynamic - Loops - Debugging· Production Server Deployment Types· Different Type of Joins, Sort and Merge· Pivot Unpivot and Aggregate· Schema Design and Database Relationship Diagram· SCD Unicode and Lookup Concepts with Project· Transactional Grouping and Checkpoints Logging· Data Quality Check Using Profiling Component· Instrumentation at Production Server - Debugging· SQL Execute Task - Store Procedure Creation· Data Quality Services and DQS Component· CDC (Change Data Capture)- Enabling CDC - Bulk Load - Incremental Load· Script Component-Data Transformation· Buffer Size Optimization and Component Types· Sequential and Parallel Processing (Multithreading)· Pages Indexes and Reducing Page Splits for improved ETL LoadSSAS - SQL Server· Setting Up Cube from Scratch· Time Intelligence for SSAS and External BI tools Connection· Key Performance Indicator Setup (KPIs) and Dimension Relationships· Partitions and Storage Modes (MOLAP-ROLAP)· Perspectives and Reginal Language Setting· Measure Formula Types - Processing Cube in Production· Aggregations in Cube· Multidimension expressions (MDX) Query Language· Tabular Cube Setup and Difference between Tabular and MultidimensionSSRS - SQL Server· Introduction to Report Building and SSRS· Drilldown Report Building· Deploying Reports in Production· Creating Simple Dashboard in SSRS

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