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EnquireIntroduction, Why to learn SSAS and MDX, What you'll need
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 ...Read more
Online
₹ 499 2499
Quick Facts
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Medium of instructions
English
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Mode of learning
Self study
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Mode of Delivery
Video and Text Based
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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
Who it is for
Software developer
Software engineer
Software quality assurance engineer
Application engineer
Artificial intelligence engineer
Big data analytics engineer
Scrum master
Test manager
Test analyst
Application tester
Business analyst
Ai data analyst
Business intelligence analyst
Computer system analyst
Data analyst
Database architect
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
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
Articles
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