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SQL Server Analysis Services - SSAS, Data Mining & Analytics

Offered By: Udemy

Tags

SSAS (SQL Server Analysis Services) Courses Data Mining Courses Relational Databases Courses SQL Server Analysis Services Courses

Course Description

Overview

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.

Top 4Reasons to take this course:

1)You can learn SSAS, Data Mining and Analytics from scratchas well asask questions directly toa Published Author, Microsoft MVP, and aSenior Technology Architect with more than 15 years of experience who actively practices BusinessIntelligence, Data Mining and Analytics in real-worldclient projects internationally.

2)In a single course, without any prior analytics experience-You can learn three query languages used for analytics -MDX, DAX and DMX. Along with this you learn SSAS in such detail that you can apply for a job of SSASDeveloper / Admin / Architect, and also prepare yourself for Microsoft certification 70-768.

3)You get to train yourself for any SSAS, MDX, DAX, and Data Mining interview with more than 150+interview questions. If you still have any questions, you can ask those questions to me.

4)Downloadable Course Content:

  • FREE SQL Server 2016 EBook Link

  • 150+ Interview Questions

  • 100+ curated reference material links

  • 70+ Ready-to-useMDX / DAXQueries

  • Links to 1 Sample OLTP Database and 1 Sample Data Warehouse with sample data - schema diagrams - documentation - dimensional modeling workbook

  • Links to1 Sample Multidimensional OLAP Database + 1 Sample Tabular OLAP Database containing fully functional cube with sample data

  • Full project developed in the course.


Course Description

SQLServer Analysis Services, Data Mining and Analyticsis a course in whicha student having no experience in data science andanalyticswould be trained step by step from basics toadvanceddata science topics like data mining. Theintention of this course is to empower students with the knowledge of OLAP, Analytics and Data Mining, which can potentially yield salaries of $85 - $150k based onlyon your experience of SSAS, MDX, DAX and Data Mining.

Course includes job-orientedpractical hands-on exercises, theoretical coverage of key concepts,interview questions, practice test questions for certificationsand more. This coursecovers all the topics fordevelopers,administrators as well as aspiring data scientists. NewInterview questions are added to the courseevery few weeks. Anyone pursuing this course would be able to clearly understandabout Microsoft Business Intelligence Architecture, and understand how SSAS and Data Mining 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.

SQLServer Analysis Services, Data Mining and MDXis afast track course to learn practical SSAS ( SQLServer Analysis Services ), Data Miningand MDX code development using the latest version of SQLServer - 2016. No prior experience of working with SSAS/ Data Mining orMDX isrequired.

The course is structured in the following categories:Fundamentals, Design, Development, MDXCode development, Administration,Performance Tuning, Data Mining Basics and Data Mining Development, Tabular SSASInstallation and Configuration, and Tabular SSASDesign and Development as well as DAXprogramming.


Taught by

Siddharth Mehta

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