[lynda.com] Microsoft Business Intelligence Stack in Depth [2014, ENG]

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Microsoft Business Intelligence Stack in Depth
Год выпуска: 2014
Производитель: lynda.com
Сайт производителя: https://www.lynda.com/Excel-tutorials/Microsoft-Business-Intelligence-Stack-Depth/172384-2.html
Автор: Ron Davis
Продолжительность: 02:22:00
Тип раздаваемого материала: Видеоклипы
Язык: Английский
Описание:
Итак, вы уже разобрались в основах. Пришло время глубже изучить стэк технологий Microsoft business intelligence (BI). Сначала мы пройдемся по SQL Server Analysis Services, объяснив оба режима: традицонный многомерный режим и новый табличный режим для просмотра ваших бизнес-данных. Далее мы перейдем к рассмотрению обогащения и анализа ваших данных с помощью такого инструмента Excel как PowerPivot, а также совместного использования ваших Excel-файлов в SharePoint. В заключение мы рассмотрим службы PerformancePoint Services, которые позволяют вам строить панели мониторинга для ваших хранилищ данных и других источников данных, а также поймем, как разрабатывать диаграммы и визуализировать данные с помощью Visio Services и выполнять интеллектуальный анализ данных с помощью Microsoft BI.
Курс посвящен следующим темам:
- Работа с источниками данных и представлениями в SQL
- Понимание схем баз данных Звезда и Снежинка
- Работа с семантической моделью SQL 2012 (табличный режим)
- Использование Data Analysis Expressions (DAX)
- Использование Excel Web Parts для подключения электронных таблиц
- Построение панелей мониторинга с ключевыми показателями эффективности, а также для формирования отчетов
- Понимание процесса интеллектуального анализа данных в Microsoft
Описание на английском языке:
You've gone over the fundamentals. It's time to get into the Microsoft business intelligence (BI) stack in depth, in this course with Ron Davis. Ron starts in SQL Server Analysis Services, explaining both the traditional multidimensional mode and the new tabular mode for viewing your business's data. Then he moves on to enriching and analyzing your data with Excel's PowerPivot tool, and sharing your Excel workbooks in SharePoint. Finally, Ron covers PerformancePoint Services, which allows you to build dashboards for your data warehouses and other data sources, and explores designing diagrams and data visualizations with Visio Services and data mining with Microsoft BI.
Topics include:
- Working with data sources and data views in SQL
- Understanding the star and snowflake database schemas
- Working with the SQL 2012 semantic model (aka tabular mode)
- Using Data Analysis Expressions (DAX)
- Using Excel Web Parts to connect to spreadsheets
- Building dashboards with key performance indicators (KPIs) and reports
- Understanding the Microsoft data-mining process

Содержание

Introduction
Welcome
What you should know
Exercise files
1. The Traditional Multidimensional Model
What do you want to know about your business?
Data sources
Data views
Cubes
Hierarchies
Perspectives
Star and snowflake schemas
2. The New Tabular Model
The tabular model
Grid and diagram views
Data sources
Relationships
Measures
Hierarchies and perspectives
Process and deploy
3. Basic Power Pivot
Power Pivot and Excel
Enriching data
Data Analysis Expressions (DAX)
4. SharePoint Excel Services
Excel Web Access (EWA)
Saving and sharing
Excel Web Parts
5. Basic PerformancePoint
Overview of PerformancePoint services
Dashboard Designer
Data sources
Key performance indicators (KPIs)
Objective KPIs
Scorecards
Visual reports
Filters
Dashboards
6. SharePoint Visio Services
Visio drawings in the browser
The Visio Web Access Web Part
Visio drawings with data connections
7. Data Mining and Predictive Analytics
Why data mining?
The Cross Industry Process for Data Mining (CRISP-DM)
Key concepts
Microsoft data mining process
Data-mining tasks
Microsoft algorithms
Microsoft data-mining examples
Conclusion
Next steps
Формат видео: MP4
Видео: AVC, 1280x800, 16:10, 30 fps, 789 Kbps
Аудио: AAC, 48 KHz, 128 Kbps, 2 channels

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