Introduction
  • Introduction, Why to learn SSAS and MDX, What you'll need
Fundamentals and Technology Overview
  • Business Intelligence Solution Components Overview
  • Analyzing Dimensional Model
  • Resources for downloading and analyzing sample Data Warehouse and OLTP database
  • Business Intelligence Semantic Model Overview
  • SSAS Overview
  • Multidimensional Expressions Overview
  • Comparison of SSAS Multidimensional, Tabular and Data Mining modes
  • SQL Server 2016 Ebook Download Link and Glossary of SSAS Terminologies
  • SSAS and Dimensional Modeling Interview Questions / Practice Test Exam Questions
SQL Server Analysis Services (SSAS) Installation
  • Installing SQL Server and SSAS
  • Configuring SSAS
  • Resources and FAQ for SSAS Installation and Configuration
  • SSAS Installation and Config Interview Questions / Practice Test Exam Questions
Cube Design and Development
  • Attaching Data Warehouse
  • Data Source and Data Source Views
  • Developing Cube using Cube wizard
  • Cube Design
  • Dimension Design
  • Hierarchy Design
  • SSAS Deployment
  • Resources for Design and Development of SSAS Cube, Dimension, Measures
  • SSAS Cube Development Interview Questions / Practice Test Exam Questions
Multidimensional Expressions - Practical code development
  • Installing OLAP database
  • Fundamentals of MDX Query
  • Querying Object hiearchy - Dimensions, Attributes and Members
  • Navigating and Sorting data
  • Filtering Data
  • Named Sets and Subcubes
  • Calculated Measures and KPIs
  • SSRS with MDX
  • 50+ Ready-to-use MDX Queries
  • Glossary of MDX Terms
  • MDX Interview Questions / Practice Test Exam Questions
Administration
  • Processing Dimensions, Measurses and Cubes
  • Backup and Restore
  • Query Logging, Exception Logging and Flight Recorder
  • Scripting and Synchronizing Databases
  • SSAS Security
  • Resources for SSAS Administration
  • SSAS Administration Interview Questions / Practice Test Exam Questions
Advance Techniques
  • Fine tuning and Multi-lingual Support
  • Aggregation Design
  • Partitioning and Storage Modes
  • Resources for SSAS Advance Techniques
  • SSAS Aggregation Design Interview Questions / Practice Test Exam Questions
Performance Tuning
  • Query interception and analysis
  • Usage based performance optimization
  • Performance Counters
  • Resources for SSAS Performance Tuning
  • SSAS Performance Tuning Interview Questions / Practice Test Exam Questions
Basics of Data Mining Concepts and Data Mining Algorithms
  • Applications of Data Mining
  • Problem Definition for Data Mining with SSAS
  • Data Preparation for Data Mining with SSAS
  • Data Exploration for Data Mining with SSAS
  • Building and Training Models for Data Mining with SSAS
  • Validating model for Data Mining with SSAS
  • Deploying models for Data Mining with SSAS
  • Data Mining Algorithms
  • Resources for Data Mining Algorithms in SQL Server 2016 and SSAS
  • Data Mining Interview Questions / Practice Test Exam Questions
Developing Data Mining Models using SQL Server and SSAS
  • Building a Relational Data Mining Model and Data Mining Structure
  • Analyzing and Testing a Relational Data Mining Model
  • Applying a Data Mining Model for Prediction
  • Reusing a Data Mining Structure
  • Building an OLAP Data Mining Model
  • Analyzing Cube with Data Mining Dimension
  • Developing Data Mining Reports using Microsoft Office
  • Resources for SSAS Data Mining Model Development
  • Data Mining Interview Questions / Practice Test Exam Questions
Tabular SSAS - Installation and Setup
  • Introduction to SSAS - Tabular Mode, Vertipaq Engine & Data Analysis Expressions
  • Installing Tabular SSAS
  • Setting up a sample SSAS Tabular database, data warehouse & SSAS Tabular Project
  • Resources for SSAS Tabular Installation
  • SSAS Tabular Interview Questions \ Practice Test Questions
SSAS Tabular Data Model - Design and Development
  • Developing Tables, Relationships, and Hierarchies
  • Basics and Terminologies of SSAS Tabular Modeling and Data Analysis Expressions
  • Developing Calculated Columns and Measures using DAX
  • Developing Key Performance Indicators using DAX
  • Configuring Perspectives in Tabular SSAS
  • Difference between In-Memory and DirectQuery query modes
  • Querying SSAS Tabular Data Model using DAX
  • Ready to use DAX Queries
  • Security in SSAS Tabular
  • Developing PowerView Reports from SSAS Tabular Data Model using Microsoft Office
  • Resources for SSAS Tabular Model Development
  • SSAS Tabular Interview Questions / Practice Test Questions
Conclusion