Udemy - SQL Server Analysis Services - SSAS, Data Mining and Analytics

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[ DevCourseWeb.com ] Udemy - SQL Server Analysis Services - SSAS, Data Mining and Analytics
  • Get Bonus Downloads Here.url (0.2 KB)
    • ~Get Your Files Here ! 01 - Introduction
    • 001 Introduction, Why to learn SSAS and MDX, What you'll need.mp4 (22.0 MB)
    02 - Fundamentals and Technology Overview
    • 001 Business Intelligence Solution Components Overview.mp4 (14.4 MB)
    • 002 Analyzing Dimensional Model.mp4 (33.5 MB)
    • 003 Resources for downloading and analyzing sample Data Warehouse and OLTP database.html (1.1 KB)
    • 004 Business Intelligence Semantic Model Overview.mp4 (14.0 MB)
    • 005 SSAS Overview.mp4 (28.8 MB)
    • 006 Multidimensional Expressions Overview.mp4 (23.4 MB)
    • 007 Comparison of SSAS Multidimensional, Tabular and Data Mining modes.html (1.7 KB)
    • 008 SQL Server 2016 Ebook Download Link and Glossary of SSAS Terminologies.html (3.9 KB)
    • 6697468-MDWToolkit-Datamodel-4.0-MDWT-2008R2-DB.xlsm (204.3 KB)
    03 - SQL Server Analysis Services (SSAS) Installation
    • 001 Installing SQL Server and SSAS.mp4 (19.5 MB)
    • 002 Configuring SSAS.mp4 (18.6 MB)
    • 003 Resources and FAQ for SSAS Installation and Configuration.html (3.8 KB)
    04 - Cube Design and Development
    • 001 Attaching Data Warehouse.mp4 (11.8 MB)
    • 002 Data Source and Data Source Views.mp4 (19.0 MB)
    • 003 Developing Cube using Cube wizard.mp4 (14.5 MB)
    • 004 Cube Design.mp4 (17.3 MB)
    • 005 Dimension Design.mp4 (26.0 MB)
    • 006 Hierarchy Design.mp4 (7.5 MB)
    • 007 SSAS Deployment.mp4 (18.4 MB)
    • 008 Resources for Design and Development of SSAS Cube, Dimension, Measures.html (1.6 KB)
    • AdventureWorksDW2014.bak (21.4 MB)
      • MyCubes
      • MyCubes.sln (0.9 KB)
        • MyCubes
        • Dim Currency.dim (4.2 KB)
        • Dim Customer.dim (37.0 KB)
        • Dim Date.dim (4.2 KB)
        • Dim Product.dim (9.2 KB)
        • Dim Promotion.dim (4.2 KB)
        • Dim Sales Territory.dim (10.4 KB)
        • MyCubes.database (5.0 KB)
        • MyCubes.dwproj (5.0 KB)
        • MyCubes.dwproj.user (1.5 KB)
        • Role.role (1.3 KB)
          • bin
          • MyCubes.asdatabase (286.0 KB)
          • MyCubes.configsettings (3.2 KB)
          • MyCubes.deploymentoptions (1.6 KB)
          • MyCubes.deploymenttargets (1.2 KB)
        • cubeAdv.cube (73.8 KB)
        • cubeAdv.partitions (4.1 KB)
        • dsAdventureWorks.ds (1.8 KB)
        • dsvAdventureworksDW2016CTP3.dsv (149.0 KB)
          • obj Development
          • IncrementalShapshot.xml (4.8 KB)
          • LastBuilt.xml (5.1 KB)
          vs MyCubes v14
          • suo (29.0 KB)
          05 - Multidimensional Expressions - Practical code development
          • 001 Installing OLAP database.mp4 (11.6 MB)
          • 002 Fundamentals of MDX Query.mp4 (23.5 MB)
          • 003 Querying Object hiearchy - Dimensions, Attributes and Members.mp4 (21.7 MB)
          • 004 Navigating and Sorting data.mp4 (26.1 MB)
          • 005 Filtering Data.mp4 (25.4 MB)
          • 006 Named Sets and Subcubes.mp4 (14.5 MB)
          • 007 Calculated Measures and KPIs.mp4 (25.7 MB)
          • 008 SSRS with MDX.mp4 (17.7 MB)
          • 009 50+ Ready-to-use MDX Queries.html (11.8 KB)
          • 010 Glossary of MDX Terms.html (2.8 KB)
            • Enterprise
            • AdventureWorksDW2014Multidimensional-EE.abf (31.4 MB)
          • MDX 1.mdx (1.8 KB)
          • MDX 2.mdx (1.6 KB)
          • MDX 3.mdx (2.3 KB)
          • MDX 4.mdx (2.4 KB)
          • MDX 5.mdx (1.2 KB)
          • MDX 6.mdx (0.3 KB)
            • Standard
            • AdventureWorksDW2014Multidimensional-SE.abf (25.7 MB)
            06 - Administration
            • 001 Processing Dimensions, Measurses and Cubes.mp4 (23.2 MB)
            • 002 Backup and Restore.mp4 (8.5 MB)
            • 003 Query Logging, Exception Logging and Flight Recorder.mp4 (17.2 MB)
            • 004 Scripting and Synchronizing Databases.mp4 (7.3 MB)
            • 005 SSAS Security.mp4 (16.4 MB)
            • 006 Resources for SSAS Administration.html (1.2 KB)
            07 - Advance Techniques
            • 001 Fine tuning and Multi-lingual Support.mp4 (27.6 MB)
            • 002 Aggregation Design.mp4 (24.3 MB)
            • 003 Partitioning and Storage Modes.mp4 (26.9 MB)
            • 004 Resources for SSAS Advance Techniques.html (0.8 KB)
            08 - Performance Tuning
            • 001 Query interception and analysis.mp4 (16.6 MB)
            • 002 Usage based performance optimization.mp4 (10.9 MB)
            • 003 Performance Counters.mp4 (14.7 MB)
            • 004 Resources for SSAS Performance Tuning.html (0.6 KB)
            09 - Basics of Data Mining Concepts and Data Mining Algorithms
            • 001 Applications of Data Mining.mp4 (12.2 MB)
            • 002 Problem Definition for Data Mining with SSAS.mp4 (8.9 MB)
            • 003 Data Preparation for Data Mining with SSAS.mp4 (4.7 MB)
            • 004 Data Exploration for Data Mining with SSAS.mp4 (7.7 MB)
            • 005 Building and Training Models for Data Mining with SSAS.mp4 (9.5 MB)
            • 006 Validating model for Data Mining with SSAS.mp4 (9.8 MB)
            • 007 Deploying models for Data Mining with SSAS.mp4 (6.4 MB)
            • 008 Data Mining Algorithms.mp4 (16.8 MB)
            • 009 Resources for Data Mining Algorithms in SQL Server 2016 and SSAS.html (1.9 KB)
            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)
            • 002 Analyzing and Testing a Relational Data Mining Model.mp4 (35.0 MB)
            • 003 Applying a Data Mining Model for Prediction.mp4 (10.3 MB)
            • 004 Reusing a Data Mining Structure.mp4 (16.8 MB)
            • 005 Building an OLAP Data Mining Model.mp4 (22.2 MB)
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Description

SQL Server Analysis Services - SSAS, Data Mining & Analytics



https://DevCourseWeb.com

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
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
Top 4 Reasons to take this course



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Udemy - SQL Server Analysis Services - SSAS, Data Mining and Analytics

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1.1 GB
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Udemy - SQL Server Analysis Services - SSAS, Data Mining and Analytics

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