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Stacia Misner Varga
This course explains the tools and techniques that you need to diagnose why multidimensional and tabular queries might be performing slowly and demonstrates the actions you can take to improve query performance.
Read more
This course explains the tools and techniques that you need to diagnose why multidimensional and tabular queries might be performing slowly and demonstrates the actions you can take to improve query performance.
Read more
This course explains the tools and techniques that you need to diagnose why multidimensional and tabular queries might be performing slowly and demonstrates the actions you can take to improve query performance.
When you have users complaining about slow multidimensional and tabular queries, you need to know how to determine where the cause of the problem lies. In this course, Tuning SSAS Models, you will gain the ability to diagnose the source of query performance problems and apply the appropriate techniques to resolve those problems. First, you will discover how to determine whether the query bottleneck is in the formula engine or the storage engine. Next, you will learn whether you need to rewrite queries or modify the multidimensional or tabular model to resolve the query bottleneck. Finally, you will explore how to optimize tabular models for better memory management for query performance - and as a side benefit, this optimization will also benefit processing performance. When you are finished with this course, you will have the skills and knowledge of tuning Analysis Services needed to get the best query performance possible.
Register for this course and see more details by visiting:
OpenCourser.com/course/oaeore/tuning
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What's inside
Syllabus
Course Overview
Monitoring Multidimensional Query Performance
Improving Multidimensional Query Performance
Improving Multidimensional Model Design for Performance
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Syllabus
Course Overview
Monitoring Multidimensional Query Performance
Improving Multidimensional Query Performance
Improving Multidimensional Model Design for Performance
Read more
Monitoring Tabular Query Performance
Improving Tabular Query Performance
Managing Tabular Memory
Good to know
Good to know
Know what's good ,
what to watch for , and
possible dealbreakers
Explores query performance, which is relevant in industry for data analysis
Focuses on Tuning SSAS Models, which helps learners improve query performance
Examines query bottlenecks in both formula and storage engines, which are relevant to multidimensional and tabular data analysis
Develops skills in optimizing queries and tabular models for performance
Requires some familiarity with multidimensional and tabular modeling
Save this course
Save Tuning SSAS Models to your list so you can find it easily later:
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Activities
Be better prepared
before
your course. Deepen your understanding
during
and
after
it. Supplement your coursework and achieve mastery of the topics covered
in Tuning SSAS Models with these
activities:
Review MDX Query Syntax
Show steps
Refreshing your MDX skills will enhance your ability to optimize queries.
Browse courses on
MDX
Show steps
-
Review the basics of MDX syntax.
-
Practice writing MDX queries against a sample dataset.
-
Use online resources or tutorials to refresh your knowledge.
Join an SSAS Tuning Study Group
Show steps
Collaborating with peers can enhance your understanding and problem-solving skills.
Show steps
-
Find or create a study group with other SSAS professionals.
-
Meet regularly to discuss SSAS tuning topics and share experiences.
-
Work together on tuning projects and provide feedback to each other.
-
Stay updated on the latest SSAS tuning best practices.
Design a SSAS Tuning Checklist
Show steps
Creating a tuning checklist will help you systematically identify and address performance issues.
Show steps
-
Brainstorm a list of common SSAS tuning considerations.
-
Categorize the considerations into sections such as model design, query optimization, and hardware configuration.
-
Create a checklist using a tool like Microsoft Word or Excel.
Four other activities
Expand to see all activities and additional details
Show all seven activities
Write Practice Queries
Show steps
Writing practice queries will reinforce your understanding of query optimization techniques.
Browse courses on
Query Performance
Show steps
-
Identify a multidimensional or tabular dataset.
-
Write a variety of queries against the dataset.
-
Analyze the performance of your queries using the tools and techniques described in the course.
-
Identify opportunities to optimize your queries for better performance.
Write a Blog Post on SSAS Tuning Tips
Show steps
Writing a blog post will help you solidify your understanding and share your knowledge.
Show steps
-
Choose a specific SSAS tuning topic to focus on.
-
Research the topic thoroughly and gather relevant information.
-
Write a well-structured blog post that explains the topic clearly and provides practical tips.
-
Publish your blog post on a relevant platform.
Explore SSAS Tuning Tutorials
Show steps
Tutorials can provide practical insights into SSAS tuning techniques.
Show steps
-
Search for online tutorials on SSAS tuning.
-
Choose a tutorial that aligns with your learning objectives.
-
Follow the tutorial steps and apply the techniques to your own SSAS models.
Contribute to an Open-Source SSAS Project
Show steps
Contributing to an open-source project will allow you to apply your skills and learn from others.
Browse courses on
SSAS
Show steps
-
Identify an open-source SSAS project that aligns with your interests.
-
Review the project documentation and familiarize yourself with the codebase.
-
Identify an area where you can contribute your skills.
-
Submit a pull request with your proposed changes.
Review MDX Query Syntax
Show steps
Refreshing your MDX skills will enhance your ability to optimize queries.
Browse courses on
MDX
Show steps
Show steps
Show steps
- Review the basics of MDX syntax.
- Practice writing MDX queries against a sample dataset.
- Use online resources or tutorials to refresh your knowledge.
Join an SSAS Tuning Study Group
Show steps
Collaborating with peers can enhance your understanding and problem-solving skills.
Show steps
Show steps
Show steps
- Find or create a study group with other SSAS professionals.
- Meet regularly to discuss SSAS tuning topics and share experiences.
- Work together on tuning projects and provide feedback to each other.
- Stay updated on the latest SSAS tuning best practices.
Design a SSAS Tuning Checklist
Show steps
Creating a tuning checklist will help you systematically identify and address performance issues.
Show steps
Show steps
Show steps
- Brainstorm a list of common SSAS tuning considerations.
- Categorize the considerations into sections such as model design, query optimization, and hardware configuration.
- Create a checklist using a tool like Microsoft Word or Excel.
Four other activities
Expand to see all activities and additional details
Show all seven activities
Write Practice Queries
Show steps
Writing practice queries will reinforce your understanding of query optimization techniques.
Browse courses on
Query Performance
Show steps
Show steps
Show steps
- Identify a multidimensional or tabular dataset.
- Write a variety of queries against the dataset.
- Analyze the performance of your queries using the tools and techniques described in the course.
- Identify opportunities to optimize your queries for better performance.
Write a Blog Post on SSAS Tuning Tips
Show steps
Writing a blog post will help you solidify your understanding and share your knowledge.
Show steps
Show steps
Show steps
- Choose a specific SSAS tuning topic to focus on.
- Research the topic thoroughly and gather relevant information.
- Write a well-structured blog post that explains the topic clearly and provides practical tips.
- Publish your blog post on a relevant platform.
Explore SSAS Tuning Tutorials
Show steps
Tutorials can provide practical insights into SSAS tuning techniques.
Show steps
Show steps
Show steps
- Search for online tutorials on SSAS tuning.
- Choose a tutorial that aligns with your learning objectives.
- Follow the tutorial steps and apply the techniques to your own SSAS models.
Contribute to an Open-Source SSAS Project
Show steps
Contributing to an open-source project will allow you to apply your skills and learn from others.
Browse courses on
SSAS
Show steps
Show steps
Show steps
- Identify an open-source SSAS project that aligns with your interests.
- Review the project documentation and familiarize yourself with the codebase.
- Identify an area where you can contribute your skills.
- Submit a pull request with your proposed changes.
Career center
Learners who complete Tuning SSAS Models will develop knowledge and skills
that may be useful to these careers:
Data Query Analyst
Data Query Analyst
A Data Query Analyst writes and executes queries to extract data from databases. They use data visualization tools to present their findings. This course, Tuning SSAS Models, helps build a foundation for this role by teaching methods for diagnosing performance issues in multidimensional and tabular queries within the SQL Server Analysis Services tool.
Data Analyst
Data Analyst
A Data Analyst monitors and analyzes data to improve business processes. They use data visualization tools to present their findings. This course, Tuning SSAS Models, helps build a foundation for this role by teaching methods for diagnosing performance issues in multidimensional and tabular queries within the SQL Server Analysis Services tool.
Business Intelligence Analyst
Business Intelligence Analyst
A Business Intelligence Analyst (BIA) analyzes data to help businesses make informed decisions. They use data visualization tools to present their findings. This course, Tuning SSAS Models, helps build a foundation for this role by teaching methods for improving the performance of data queries within the SQL Server Analysis Services tool.
Data Architect
Data Architect
A Data Architect designs and implements data management solutions. They work with stakeholders to understand business requirements and develop data models that meet those requirements. This course, Tuning SSAS Models, may be useful for this role, as it teaches methods for improving the performance of data queries within the SQL Server Analysis Services tool.
Database Administrator
Database Administrator
A Database Administrator (DBA) ensures that an organization's databases are running smoothly and efficiently. They also develop and implement database security measures. This course, Tuning SSAS Models, may be useful for this role, as it teaches methods for diagnosing performance issues in multidimensional and tabular queries within the SQL Server Analysis Services tool.
Data Scientist
Data Scientist
A Data Scientist gathers and analyzes large amounts of data to extract meaningful insights. They use statistical and machine learning techniques to build models that can predict future outcomes. This course, Tuning SSAS Models, may be useful for this role, as it teaches methods for improving the performance of data queries within the SQL Server Analysis Services tool.
Quantitative Analyst
Quantitative Analyst
A Quantitative Analyst (Quant) uses mathematical and statistical models to analyze financial data. They develop trading strategies and make investment recommendations. This course, Tuning SSAS Models, may be useful for this role, as it teaches methods for improving the performance of data queries within the SQL Server Analysis Services tool.
Actuary
Actuary
An Actuary uses mathematical and statistical models to assess risk. They develop and implement strategies to mitigate risk and protect financial assets. This course, Tuning SSAS Models, may be useful for this role, as it teaches methods for improving the performance of data queries within the SQL Server Analysis Services tool.
Financial Analyst
Financial Analyst
A Financial Analyst analyzes financial data to make investment recommendations. They use financial models to forecast future performance and make decisions about where to allocate funds. This course, Tuning SSAS Models, may be useful for this role, as it teaches methods for improving the performance of data queries within the SQL Server Analysis Services tool.
Operations Research Analyst
Operations Research Analyst
An Operations Research Analyst uses mathematical and statistical models to solve business problems. They develop and implement solutions that improve efficiency and profitability. This course, Tuning SSAS Models, may be useful for this role, as it teaches methods for improving the performance of data queries within the SQL Server Analysis Services tool.
Statistician
Statistician
A Statistician collects, analyzes, and interprets data. They use statistical methods to draw conclusions about the world around us. This course, Tuning SSAS Models, may be useful for this role, as it teaches methods for improving the performance of data queries within the SQL Server Analysis Services tool.
Market Research Analyst
Market Research Analyst
A Market Research Analyst conducts research to understand consumer behavior. They use this information to develop marketing strategies and products. This course, Tuning SSAS Models, may be useful for this role, as it teaches methods for improving the performance of data queries within the SQL Server Analysis Services tool.
Software Engineer
Software Engineer
A Software Engineer designs, develops, and maintains software systems. They use programming languages to write code that implements the desired functionality. This course, Tuning SSAS Models, may be useful for this role, as it teaches methods for improving the performance of data queries within the SQL Server Analysis Services tool.
Systems Analyst
Systems Analyst
A Systems Analyst analyzes and designs computer systems. They work with stakeholders to understand business requirements and develop solutions that meet those requirements. This course, Tuning SSAS Models, may be useful for this role, as it teaches methods for improving the performance of data queries within the SQL Server Analysis Services tool.
IT Manager
IT Manager
An IT Manager plans and directs the implementation of information technology systems within an organization. They also manage the IT budget and staff. This course, Tuning SSAS Models, may be useful for this role, as it teaches methods for improving the performance of data queries within the SQL Server Analysis Services tool.
For more career information including salaries, visit:
OpenCourser.com/course/oaeore/tuning
Reading list
We've selected 11 books
that we think will supplement your
learning. Use these to
develop background knowledge, enrich your coursework, and gain a
deeper understanding of the topics covered in
Tuning SSAS Models.
Provides a comprehensive overview of Analysis Services, including multidimensional and tabular models. It valuable resource for those who want to learn more about the technical details of Analysis Services.
Provides a deep dive into the performance tuning of SQL Server, including Analysis Services. It valuable resource for those who want to learn how to identify and resolve performance bottlenecks.
Provides a comprehensive overview of dimensional modeling, which is the foundation for multidimensional models in Analysis Services. It valuable resource for those who want to learn more about the design and implementation of data warehouses.
Provides a business-oriented perspective on data modeling. It valuable resource for those who want to learn how to communicate with business stakeholders and translate their requirements into technical specifications.
Provides a collection of recipes for common Analysis Services tasks. It valuable resource for those who want to learn how to use Analysis Services to solve specific problems.
Provides a collection of recipes for common DAX queries. It valuable resource for those who want to learn how to write efficient DAX queries.
Provides a comprehensive overview of the data warehouse lifecycle. It valuable resource for those who want to learn how to plan, design, implement, and maintain a data warehouse.
Provides a comprehensive overview of data warehousing. It valuable resource for those who want to learn about the concepts and technologies involved in data warehousing.
Save
Provides a comprehensive overview of data mining with SQL Server 2012. It valuable resource for those who want to learn how to use SQL Server 2012 to perform data mining tasks.
Provides a deep dive into advanced DAX techniques. It valuable resource for those who want to learn how to write complex and efficient DAX queries.
Provides a collection of recipes for common Analysis Services performance tuning tasks. It valuable resource for those who want to learn how to identify and resolve performance bottlenecks in Analysis Services.
For more information about how these books relate to this course, visit:
OpenCourser.com/course/oaeore/tuning
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Time
183 hours
Level
Advanced
Via
Pluralsight
Instructor
Stacia Misner Varga
Language
English
Good to know
Explores query performance, which is relevant in industry for data analysis
Focuses on Tuning SSAS Models, which helps learners improve query performance
Examines query bottlenecks in both formula and storage engines, which are relevant to multidimensional and tabular data analysis
Develops skills in optimizing queries and tabular models for performance
Requires some familiarity with multidimensional and tabular modeling
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