SQL Server Analysis Services - SSAS, Data Mining & Analytics

BY
Udemy

Learn about SSAS cubes from a data warehouse's multidimensional and tabular modes, as well as its dimensional and data mining models.

Mode

Online

Fees

₹ 499 2499

Quick Facts

particular details
Medium of instructions English
Mode of learning Self study
Mode of Delivery Video and Text Based

Course overview

Data mining is the process of turning raw data into data that makes sense. Research is the foundation of data mining, so many organizations use the data mining process to turn data into useful information. It helps organizations come up with more creative strategies, boost sales, bring in more money, and grow their businesses by cutting costs. Data-driven projects need to mine and analyze data well in order to be successful. All of the data is stored in the data warehouse before it is used for business intelligence. Data mining and data analysis are both parts of business intelligence, but the terms for them are different. Data mining and data analysis are similar, which makes it hard to tell them apart. SQL Server Analysis Services - SSAS, Data Mining & Analytics certification is made available by Udemy to those interested in gaining expertise with SQL server analysis services language for expressing queries over tabular and other forms of data.

SQL Server Analysis Services - SSAS, Data Mining & Analytics online training Includes 7.5 hours of video,20 articles, six downloadable resources, and one practice test. and a digital certificate upon course completion.

SQL Server Analysis Services - SSAS, Data Mining & Analytics online classes consist of fundamentals and technology, SSAS installation, Data Source, and Data Source Views, multidimensional expression, administration, advanced techniques, performance tuning, and basics of data mining using SQL.

The highlights

  • Full Lifetime Access
  • 7.5 hours on-demand video
  • 20 Articles
  • Six Downloadable Resources
  • Access on Mobile and TV
  • Certificate of Completion

Program offerings

  • Online course
  • Learning resources
  • 30-day money-back guarantee
  • Unlimited access

Course and certificate fees

Fees information
₹ 499  ₹2,499
certificate availability

Yes

certificate providing authority

Udemy

What you will learn

Knowledge of data mining

SQL Server Analysis Services - SSAS, Data Mining & Analytics certification course, the applicant will learn about MDX, DAX queries, links to 1 sample OLTP database, 1 sample data warehouse, schema diagrams, documentation, and dimensional modeling workbook, multidimensional OLAP database with fully functional cube and data. The aspirant will master working with real clients, technology architects, or team leads on a large-scale SQL server analysis services, MDX, and data mining project. SSAS, multi-dimensional data mining models, decision trees, naive Bayes, clustering, neural network, time series, linear regression, and sequence clustering will be taught. The participant will learn how to design, model, database, and data warehouse, and develop reports using MDX as a query language, SSAS as a data source, and other tools.

The syllabus

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

  • Course Wrapup
  • Bonus Lecture - Discount Coupons

Instructors

Mr Siddharth Mehta
Enterprise Cloud Architect
Udemy

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