Language: English | Size: 1.07 GB | Duration: 7h 54m
Develop SSAS cubes from data warehouse on Multidimensional & Tabular modes with Dimensional & Data Mining Models
What you'll learn
Downloadable Course Content - FREE SQL Server 2016 EBook, 150+ Interview Questions, 100+ curated reference material links, 70+ MDX / DAX Queries, Links to 1 Sample OLTP Database and 1 Sample Data Warehouse with sample data - schema diagrams - documentation - dimensional modeling workbook, 1 Sample Multidimensional OLAP Database + 1 Sample Tabular OLAP Database containing fully functional cube with sample data, and Full project developed in the course.
By end of this course, you should be able to work with actual clients, technology architects, or team leads on a large scale SQL Server Analysis Services / MDX / Data Mining Project
Learn SQL Server Analysis Services ( SSAS ) Multi-dimensional as well as Tabular, Multidimensional Data Expressions ( MDX ) query language, Data Analysis Expressions (DAX) expression language and Data Mining on latest version of SQL Server - 2016 on a fast track with more practicals and limited theory necessary for fundamentals.
Develop Data Mining Models on algorithms like Decision Trees, Naive Bayes, Clustering, Neural Network, Time Series, Linear Regression and Sequence Clustering
Test your knowledge with more than 150 SSAS, MDX, DAX and Data Mining interview or Microsoft BI certification practice test questions. Every few weeks, new interview questions are added to the course.
Design, Model and Build SSAS database, data warehouse or data mart, and database objects like facts, dimensions, cubes, measures, perspectives, etc
Deploy SSAS solutions and learn SSAS administration tasks like backup and restore, processing dimensions and measures, building aggregations, etc
Develop MDX and DAX code with confidence
Develop SSRS Reports using MDX as query language and SSAS as data source
Debug issues and performance tune SSAS solutions for optimal performance
Learn about Microsoft Business Intelligence Architecture, and understand how SSAS fits in this architecture along with other tools like SSIS, SSRS, Master Data Services ( MDS ), Data Quality Services ( DQS ), Powerpivot, PowerView, SQL Server Database Engine, SSMS, SSDT and other tools.
Requirements
No prior knowledge of SSAS, MDX, Dimensional modeling or Data Mining is required.
Basic working knowledge of SQL Server like working with tables, views, stored procedures etc is required.
Description
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~Get Your Files Here !/01 - Introduction/001 Introduction, Why to learn SSAS and MDX, What you'll need.mp4
22 MB
~Get Your Files Here !/02 - Fundamentals and Technology Overview/001 Business Intelligence Solution Components Overview.mp4
14.4 MB
~Get Your Files Here !/02 - Fundamentals and Technology Overview/002 Analyzing Dimensional Model.mp4
33.5 MB
~Get Your Files Here !/02 - Fundamentals and Technology Overview/003 Resources for downloading and analyzing sample Data Warehouse and OLTP database.html
1.1 KB
~Get Your Files Here !/02 - Fundamentals and Technology Overview/004 Business Intelligence Semantic Model Overview.mp4
14 MB
~Get Your Files Here !/02 - Fundamentals and Technology Overview/005 SSAS Overview.mp4
28.8 MB
~Get Your Files Here !/02 - Fundamentals and Technology Overview/006 Multidimensional Expressions Overview.mp4
23.4 MB
~Get Your Files Here !/02 - Fundamentals and Technology Overview/007 Comparison of SSAS Multidimensional, Tabular and Data Mining modes.html
1.7 KB
~Get Your Files Here !/02 - Fundamentals and Technology Overview/008 SQL Server 2016 Ebook Download Link and Glossary of SSAS Terminologies.html
3.9 KB
~Get Your Files Here !/02 - Fundamentals and Technology Overview/6697468-MDWToolkit-Datamodel-4.0-MDWT-2008R2-DB.xlsm
204.3 KB
~Get Your Files Here !/03 - SQL Server Analysis Services (SSAS) Installation/001 Installing SQL Server and SSAS.mp4
19.5 MB
~Get Your Files Here !/03 - SQL Server Analysis Services (SSAS) Installation/002 Configuring SSAS.mp4
18.6 MB
~Get Your Files Here !/03 - SQL Server Analysis Services (SSAS) Installation/003 Resources and FAQ for SSAS Installation and Configuration.html
3.8 KB
~Get Your Files Here !/04 - Cube Design and Development/001 Attaching Data Warehouse.mp4
11.8 MB
~Get Your Files Here !/04 - Cube Design and Development/002 Data Source and Data Source Views.mp4
19 MB
~Get Your Files Here !/04 - Cube Design and Development/003 Developing Cube using Cube wizard.mp4
14.5 MB
~Get Your Files Here !/04 - Cube Design and Development/004 Cube Design.mp4
17.3 MB
~Get Your Files Here !/04 - Cube Design and Development/005 Dimension Design.mp4
26 MB
~Get Your Files Here !/04 - Cube Design and Development/006 Hierarchy Design.mp4
7.5 MB
~Get Your Files Here !/04 - Cube Design and Development/007 SSAS Deployment.mp4
18.4 MB
~Get Your Files Here !/04 - Cube Design and Development/008 Resources for Design and Development of SSAS Cube, Dimension, Measures.html
1.6 KB
~Get Your Files Here !/04 - Cube Design and Development/AdventureWorksDW2014.bak
21.4 MB
~Get Your Files Here !/04 - Cube Design and Development/MyCubes/MyCubes.sln
886 B
~Get Your Files Here !/04 - Cube Design and Development/MyCubes/MyCubes/bin/MyCubes.asdatabase
286 KB
~Get Your Files Here !/04 - Cube Design and Development/MyCubes/MyCubes/bin/MyCubes.configsettings
3.2 KB
~Get Your Files Here !/04 - Cube Design and Development/MyCubes/MyCubes/bin/MyCubes.deploymentoptions
1.6 KB
~Get Your Files Here !/04 - Cube Design and Development/MyCubes/MyCubes/bin/MyCubes.deploymenttargets
1.2 KB
~Get Your Files Here !/04 - Cube Design and Development/MyCubes/MyCubes/cubeAdv.cube
73.8 KB
~Get Your Files Here !/04 - Cube Design and Development/MyCubes/MyCubes/cubeAdv.partitions
4.1 KB
~Get Your Files Here !/04 - Cube Design and Development/MyCubes/MyCubes/Dim Currency.dim
4.2 KB
~Get Your Files Here !/04 - Cube Design and Development/MyCubes/MyCubes/Dim Customer.dim
37 KB
~Get Your Files Here !/04 - Cube Design and Development/MyCubes/MyCubes/Dim Date.dim
4.2 KB
~Get Your Files Here !/04 - Cube Design and Development/MyCubes/MyCubes/Dim Product.dim
9.2 KB
~Get Your Files Here !/04 - Cube Design and Development/MyCubes/MyCubes/Dim Promotion.dim
4.2 KB
~Get Your Files Here !/04 - Cube Design and Development/MyCubes/MyCubes/Dim Sales Territory.dim
10.4 KB
~Get Your Files Here !/04 - Cube Design and Development/MyCubes/MyCubes/dsAdventureWorks.ds
1.8 KB
~Get Your Files Here !/04 - Cube Design and Development/MyCubes/MyCubes/dsvAdventureworksDW2016CTP3.dsv
149 KB
~Get Your Files Here !/04 - Cube Design and Development/MyCubes/MyCubes/MyCubes.database
5 KB
~Get Your Files Here !/04 - Cube Design and Development/MyCubes/MyCubes/MyCubes.dwproj
5 KB
~Get Your Files Here !/04 - Cube Design and Development/MyCubes/MyCubes/MyCubes.dwproj.user
1.5 KB
~Get Your Files Here !/04 - Cube Design and Development/MyCubes/MyCubes/obj/Development/IncrementalShapshot.xml
4.8 KB
~Get Your Files Here !/04 - Cube Design and Development/MyCubes/MyCubes/obj/Development/LastBuilt.xml
5.1 KB
~Get Your Files Here !/04 - Cube Design and Development/MyCubes/MyCubes/Role.role
1.3 KB
~Get Your Files Here !/04 - Cube Design and Development/MyCubes/vs/MyCubes/v14/suo
29 KB
~Get Your Files Here !/05 - Multidimensional Expressions - Practical code development/001 Installing OLAP database.mp4
11.6 MB
~Get Your Files Here !/05 - Multidimensional Expressions - Practical code development/002 Fundamentals of MDX Query.mp4
23.5 MB
~Get Your Files Here !/05 - Multidimensional Expressions - Practical code development/003 Querying Object hiearchy - Dimensions, Attributes and Members.mp4
21.7 MB
~Get Your Files Here !/05 - Multidimensional Expressions - Practical code development/004 Navigating and Sorting data.mp4
26.1 MB
~Get Your Files Here !/05 - Multidimensional Expressions - Practical code development/005 Filtering Data.mp4
25.4 MB
~Get Your Files Here !/05 - Multidimensional Expressions - Practical code development/006 Named Sets and Subcubes.mp4
14.5 MB
~Get Your Files Here !/05 - Multidimensional Expressions - Practical code development/007 Calculated Measures and KPIs.mp4
25.7 MB
~Get Your Files Here !/05 - Multidimensional Expressions - Practical code development/008 SSRS with MDX.mp4
17.7 MB
~Get Your Files Here !/05 - Multidimensional Expressions - Practical code development/009 50+ Ready-to-use MDX Queries.html
11.8 KB
~Get Your Files Here !/05 - Multidimensional Expressions - Practical code development/010 Glossary of MDX Terms.html
2.8 KB
~Get Your Files Here !/05 - Multidimensional Expressions - Practical code development/Enterprise/AdventureWorksDW2014Multidimensional-EE.abf
31.4 MB
~Get Your Files Here !/05 - Multidimensional Expressions - Practical code development/MDX 1.mdx
1.8 KB
~Get Your Files Here !/05 - Multidimensional Expressions - Practical code development/MDX 2.mdx
1.6 KB
~Get Your Files Here !/05 - Multidimensional Expressions - Practical code development/MDX 3.mdx
2.3 KB
~Get Your Files Here !/05 - Multidimensional Expressions - Practical code development/MDX 4.mdx
2.4 KB
~Get Your Files Here !/05 - Multidimensional Expressions - Practical code development/MDX 5.mdx
1.2 KB
~Get Your Files Here !/05 - Multidimensional Expressions - Practical code development/MDX 6.mdx
276 B
~Get Your Files Here !/05 - Multidimensional Expressions - Practical code development/Standard/AdventureWorksDW2014Multidimensional-SE.abf
25.7 MB
~Get Your Files Here !/06 - Administration/001 Processing Dimensions, Measurses and Cubes.mp4
23.2 MB
~Get Your Files Here !/06 - Administration/002 Backup and Restore.mp4
8.5 MB
~Get Your Files Here !/06 - Administration/003 Query Logging, Exception Logging and Flight Recorder.mp4
17.2 MB
~Get Your Files Here !/06 - Administration/004 Scripting and Synchronizing Databases.mp4
7.3 MB
~Get Your Files Here !/06 - Administration/005 SSAS Security.mp4
16.4 MB
~Get Your Files Here !/06 - Administration/006 Resources for SSAS Administration.html
1.2 KB
~Get Your Files Here !/07 - Advance Techniques/001 Fine tuning and Multi-lingual Support.mp4
27.6 MB
~Get Your Files Here !/07 - Advance Techniques/002 Aggregation Design.mp4
24.3 MB
~Get Your Files Here !/07 - Advance Techniques/003 Partitioning and Storage Modes.mp4
26.9 MB
~Get Your Files Here !/07 - Advance Techniques/004 Resources for SSAS Advance Techniques.html
817 B
~Get Your Files Here !/08 - Performance Tuning/001 Query interception and analysis.mp4
16.6 MB
~Get Your Files Here !/08 - Performance Tuning/002 Usage based performance optimization.mp4
10.9 MB
~Get Your Files Here !/08 - Performance Tuning/003 Performance Counters.mp4
14.7 MB
~Get Your Files Here !/08 - Performance Tuning/004 Resources for SSAS Performance Tuning.html
583 B
~Get Your Files Here !/09 - Basics of Data Mining Concepts and Data Mining Algorithms/001 Applications of Data Mining.mp4
12.2 MB
~Get Your Files Here !/09 - Basics of Data Mining Concepts and Data Mining Algorithms/002 Problem Definition for Data Mining with SSAS.mp4
8.9 MB
~Get Your Files Here !/09 - Basics of Data Mining Concepts and Data Mining Algorithms/003 Data Preparation for Data Mining with SSAS.mp4
4.7 MB
~Get Your Files Here !/09 - Basics of Data Mining Concepts and Data Mining Algorithms/004 Data Exploration for Data Mining with SSAS.mp4
7.7 MB
~Get Your Files Here !/09 - Basics of Data Mining Concepts and Data Mining Algorithms/005 Building and Training Models for Data Mining with SSAS.mp4
9.5 MB
~Get Your Files Here !/09 - Basics of Data Mining Concepts and Data Mining Algorithms/006 Validating model for Data Mining with SSAS.mp4
9.8 MB
~Get Your Files Here !/09 - Basics of Data Mining Concepts and Data Mining Algorithms/007 Deploying models for Data Mining with SSAS.mp4
6.4 MB
~Get Your Files Here !/09 - Basics of Data Mining Concepts and Data Mining Algorithms/008 Data Mining Algorithms.mp4
16.8 MB
~Get Your Files Here !/09 - Basics of Data Mining Concepts and Data Mining Algorithms/009 Resources for Data Mining Algorithms in SQL Server 2016 and SSAS.html
1.9 KB
~Get Your Files Here !/10 - Developing Data Mining Models using SQL Server and SSAS/001 Building a Relational Data Mining Model and Data Mining Structure.mp4
29.1 MB
~Get Your Files Here !/10 - Developing Data Mining Models using SQL Server and SSAS/002 Analyzing and Testing a Relational Data Mining Model.mp4
35 MB
~Get Your Files Here !/10 - Developing Data Mining Models using SQL Server and SSAS/003 Applying a Data Mining Model for Prediction.mp4
10.3 MB
~Get Your Files Here !/10 - Developing Data Mining Models using SQL Server and SSAS/004 Reusing a Data Mining Structure.mp4
16.8 MB
~Get Your Files Here !/10 - Developing Data Mining Models using SQL Server and SSAS/005 Building an OLAP Data Mining Model.mp4
22.2 MB
~Get Your Files Here !/10 - Developing Data Mining Models using SQL Server and SSAS/006 Analyzing Cube with Data Mining Dimension.mp4
20.5 MB
~Get Your Files Here !/10 - Developing Data Mining Models using SQL Server and SSAS/007 Developing Data Mining Reports using Microsoft Office.mp4
21.1 MB
~Get Your Files Here !/10 - Developing Data Mining Models using SQL Server and SSAS/008 Resources for SSAS Data Mining Model Development.html
1.2 KB
~Get Your Files Here !/10 - Developing Data Mining Models using SQL Server and SSAS/6863972-DMAddins-SampleData.xlsx
2.2 MB
~Get Your Files Here !/11 - Tabular SSAS - Installation and Setup/001 Introduction to SSAS - Tabular Mode, Vertipaq Engine & Data Analysis Expressions.html
2.9 KB
~Get Your Files Here !/11 - Tabular SSAS - Installation and Setup/002 Installing Tabular SSAS.mp4
13.7 MB
~Get Your Files Here !/11 - Tabular SSAS - Installation and Setup/003 Setting up a sample SSAS Tabular database, data warehouse & SSAS Tabular Project.mp4
17.3 MB
~Get Your Files Here !/11 - Tabular SSAS - Installation and Setup/004 Resources for SSAS Tabular Installation.html
1.1 KB
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