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Welcome to the course on Database Design and Operational Business Intelligence. This course is strategically crafted to empower you with the skills needed to design a robust database and efficiently manage intricate datasets. Throughout this course, you will acquire the expertise to develop well-formatted databases that are seamlessly designed to integrate with Power BI.
Throughout this course, you'll delve into how Power BI and MS SQL Server are applied within specific industries. By the end of this course, you will be able to:
1. Compose different data models by re-structuring the data
Read more
Welcome to the course on Database Design and Operational Business Intelligence. This course is strategically crafted to empower you with the skills needed to design a robust database and efficiently manage intricate datasets. Throughout this course, you will acquire the expertise to develop well-formatted databases that are seamlessly designed to integrate with Power BI.
Throughout this course, you'll delve into how Power BI and MS SQL Server are applied within specific industries. By the end of this course, you will be able to:
1. Compose different data models by re-structuring the data
Read more
Welcome to the course on Database Design and Operational Business Intelligence. This course is strategically crafted to empower you with the skills needed to design a robust database and efficiently manage intricate datasets. Throughout this course, you will acquire the expertise to develop well-formatted databases that are seamlessly designed to integrate with Power BI.
Throughout this course, you'll delve into how Power BI and MS SQL Server are applied within specific industries. By the end of this course, you will be able to:
1. Compose different data models by re-structuring the data
2. Interpreting Data models
3. Create dashboards and Publish them on Service
4. Demonstrate machine learning and advanced features in Power BI Service
5. Analyze the scorecard and results from the binary prediction model
6. Implement best practices for visualization
This long course is designed for Data Analyst, Data Engineer, Data Administrator, and Business Analyst seeking to enhance their analytical and design skills.
Prior experience with MS Excel and RDBMS is beneficial but not mandatory for this course.
Join us on this journey to enhance your Power BI and MS SQL Server skills and elevate your analytical and design capabilities.
Register for this course and see more details by visiting:
OpenCourser.com/course/fxuedi/database
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What's inside
Syllabus
Introduction to MS SQL Server
Welcome to Database Design and Operational Business Intelligence. In this module, we will understand the capabilities of MS SQL Server. Learn to model data with the help of ER diagrams to get a holistic view of the database that is to be designed in MS SQL Server. Improve data integrity by reducing redundancy while ensuring efficient database management by handling data with the help of SQL commands.
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Syllabus
Introduction to MS SQL Server
Welcome to Database Design and Operational Business Intelligence. In this module, we will understand the capabilities of MS SQL Server. Learn to model data with the help of ER diagrams to get a holistic view of the database that is to be designed in MS SQL Server. Improve data integrity by reducing redundancy while ensuring efficient database management by handling data with the help of SQL commands.
Read more
Traffic lights
Traffic lights
Read about what's good
what should give you pause and
possible dealbreakers
Builds a foundation in database design and operational business intelligence principles, industry-standard for many employers
Emphasizes developing and managing robust and well-structured databases, which is considered fundamental to many analytical and general software roles
Specifically teaches data visualization techniques in Power BI, a common tool in many analytical and data management roles
Offers opportunities to practice and experience through hands-on activities and projects
Requires no prior knowledge of Power BI, but does strongly suggest foundational knowledge of MS Excel and RDBMS
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Reviews summary
Practical database and power bi integration
According to students, this course provides a solid foundation in database design using MS SQL Server and the practical application of Power BI, particularly highlighting their seamless integration. Learners frequently commend the instructor's clear and concise explanations and the hands-on labs which solidify understanding of data modeling and dashboard creation. While widely praised for its accessibility for beginners and intermediate users, some advanced learners found the coverage of complex Power BI features and machine learning aspects superficial, desiring more depth. The course is considered highly relevant for data and business intelligence professionals seeking actionable skills for operational BI.
The instructor's explanations are clear, concise, and easy to follow.
"The instructor's explanations were clear, concise, and easy to follow."
"The instructor's pacing was perfect, not too fast, not too slow."
"The clear explanations made complex topics understandable, allowing me to apply what I've learned immediately."
Provides accessible, practical skills for operational business intelligence.
"This course provided an excellent foundation in both database design principles... and practical application of Power BI."
"The hands-on labs really solidified my understanding of creating data models and dashboards."
"I found the content accessible yet comprehensive, even with only basic Excel knowledge."
"Definitely boosted my confidence in data analysis and was a good stepping stone."
Effectively connects MS SQL Server for database design with Power BI.
"The integration between SQL and Power BI was well-covered, which is crucial for my work."
"I learned how to connect SQL Server data to Power BI, which was very helpful."
"This course delivers on its promise to integrate SQL Server and Power BI."
"The way it ties database design to creating actionable dashboards in Power BI is exactly what I needed."
Some learners found the course rushed in later modules.
"For someone completely new, I might find it overwhelming due to the pace in later sections."
"The course feels a bit rushed towards the end, especially the visualization best practices."
"I found some of the explanations for complex Power BI concepts to be rushed."
Superficial coverage of complex and advanced features in later modules.
"I was looking for something more advanced. The 'advanced features' in Power BI were barely touched upon, and the machine learning part was just a mention."
"I found some explanations for complex Power BI concepts rushed, and the machine learning section very superficial."
"The database design part was a bit basic if I already had some experience."
"The Power BI part needed more depth, especially as someone aiming to be a Data Engineer."
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 Database Design and Operational Business Intelligence with these
activities:
Database Design and Power BI Resource Compilation
Show steps
Organize and expand your understanding of course materials by compiling resources on database design and Power BI.
Show steps
-
Review and summarize course notes
-
Gather online resources, articles, and tutorials
-
Create a structured compilation for future reference
Review ER Diagrams
Show steps
Build a strong foundation for understanding database design concepts by reviewing ER Diagrams.
Show steps
-
Read and understand the course module on ER Diagrams
-
Review online tutorials and articles on ER Diagrams
-
Practice creating ER Diagrams for simple business scenarios
SQL Queries Practice
Show steps
Sharpen your SQL querying skills through repetitive exercises, solidifying your ability to manage and query data.
Browse courses on
SQL Queries
Show steps
-
Solve online SQL coding challenges
-
Practice writing queries for data retrieval, manipulation, and aggregation
-
Work through SQL tutorials and exercises
Four other activities
Expand to see all activities and additional details
Show all seven activities
Data Visualization Dashboard
Show steps
Solidify your understanding of data visualization and dashboard creation by building a comprehensive dashboard.
Show steps
-
Identify business requirements and data sources
-
Design the dashboard layout and structure
-
Create charts and visualizations to represent data insights
-
Publish the dashboard and share it with stakeholders
Advanced Power BI Features Tutorial
Show steps
Expand your knowledge of Power BI by following guided tutorials that cover advanced features and techniques.
Browse courses on
Power BI
Show steps
-
Identify advanced Power BI features and their applications
-
Watch video tutorials and read documentation
-
Practice implementing advanced features in your own projects
Database Design Proposal
Show steps
Demonstrate your comprehensive understanding of database design principles by creating a detailed proposal for a database system.
Browse courses on
Database Design
Show steps
-
Define project scope and objectives
-
Identify and analyze data requirements
-
Create a logical and physical database design
-
Write a technical proposal document outlining the design
Power BI Data Analysis Project
Show steps
Deepen your understanding of Power BI by undertaking a real-world project that involves data analysis, visualization, and reporting.
Browse courses on
Power BI
Show steps
-
Define project goals and scope
-
Collect and clean data from various sources
-
Analyze data and identify insights
-
Create interactive visualizations and reports
-
Present findings and recommendations to stakeholders
Database Design and Power BI Resource Compilation
Show steps
Organize and expand your understanding of course materials by compiling resources on database design and Power BI.
Show steps
Show steps
Show steps
- Review and summarize course notes
- Gather online resources, articles, and tutorials
- Create a structured compilation for future reference
Review ER Diagrams
Show steps
Build a strong foundation for understanding database design concepts by reviewing ER Diagrams.
Show steps
Show steps
Show steps
- Read and understand the course module on ER Diagrams
- Review online tutorials and articles on ER Diagrams
- Practice creating ER Diagrams for simple business scenarios
SQL Queries Practice
Show steps
Sharpen your SQL querying skills through repetitive exercises, solidifying your ability to manage and query data.
Browse courses on
SQL Queries
Show steps
Show steps
Show steps
- Solve online SQL coding challenges
- Practice writing queries for data retrieval, manipulation, and aggregation
- Work through SQL tutorials and exercises
Four other activities
Expand to see all activities and additional details
Show all seven activities
Data Visualization Dashboard
Show steps
Solidify your understanding of data visualization and dashboard creation by building a comprehensive dashboard.
Show steps
Show steps
Show steps
- Identify business requirements and data sources
- Design the dashboard layout and structure
- Create charts and visualizations to represent data insights
- Publish the dashboard and share it with stakeholders
Advanced Power BI Features Tutorial
Show steps
Expand your knowledge of Power BI by following guided tutorials that cover advanced features and techniques.
Browse courses on
Power BI
Show steps
Show steps
Show steps
- Identify advanced Power BI features and their applications
- Watch video tutorials and read documentation
- Practice implementing advanced features in your own projects
Database Design Proposal
Show steps
Demonstrate your comprehensive understanding of database design principles by creating a detailed proposal for a database system.
Browse courses on
Database Design
Show steps
Show steps
Show steps
- Define project scope and objectives
- Identify and analyze data requirements
- Create a logical and physical database design
- Write a technical proposal document outlining the design
Power BI Data Analysis Project
Show steps
Deepen your understanding of Power BI by undertaking a real-world project that involves data analysis, visualization, and reporting.
Browse courses on
Power BI
Show steps
Show steps
Show steps
- Define project goals and scope
- Collect and clean data from various sources
- Analyze data and identify insights
- Create interactive visualizations and reports
- Present findings and recommendations to stakeholders
Career center
Learners who complete Database Design and Operational Business Intelligence will develop knowledge and skills
that may be useful to these careers:
Database Designer
Database Designer
Database Designers are responsible for designing and developing databases. They work with stakeholders to gather requirements and create databases that meet the needs of the business. This course can help Database Designers develop the skills they need to design and manage databases, as well as the skills they need to communicate with stakeholders.
Data Administrator
Data Administrator
Data Administrators are responsible for managing and securing databases. They work with database designers and other stakeholders to ensure that databases are running smoothly and efficiently. This course can help Data Administrators develop the skills they need to design and manage databases, as well as the skills they need to secure data from unauthorized access.
Data Scientist
Data Scientist
Data Scientists are responsible for using data to solve business problems. They use a variety of techniques, including machine learning and artificial intelligence, to identify trends and patterns in data. This course can help Data Scientists develop the skills they need to design and manage databases, which are essential for storing and organizing data. Additionally, the course covers data analysis and machine learning techniques, which are essential for solving business problems with data.
Data Engineer
Data Engineer
Data Engineers are responsible for designing, building, and maintaining data pipelines. They work with data analysts and other stakeholders to ensure that data is available and accessible for analysis. This course can help Data Engineers develop the skills they need to design and manage databases, which are essential for storing and organizing data. Additionally, the course covers data integration techniques, which are essential for combining data from multiple sources.
Business Analyst
Business Analyst
Business Analysts are responsible for analyzing business processes and identifying opportunities for improvement. They use data to support their recommendations and help businesses make better decisions. This course can help Business Analysts develop the skills they need to design and manage databases, which are essential for storing and organizing data. Additionally, the course covers data analysis techniques, which are essential for identifying trends and patterns in data.
Data Analyst
Data Analyst
Data Analysts are responsible for collecting, cleaning, and analyzing data to identify trends and patterns. They use this information to help businesses make better decisions. This course can help Data Analysts develop the skills they need to design and manage databases, which are essential for storing and organizing data. Additionally, the course covers data visualization techniques, which are essential for presenting data in a clear and concise way.
Machine Learning Engineer
Machine Learning Engineer
Machine Learning Engineers are responsible for building and deploying machine learning models. They work with data scientists and other stakeholders to identify opportunities for using machine learning to solve business problems. This course can help Machine Learning Engineers develop the skills they need to design and manage databases, which are essential for storing and organizing data. Additionally, the course covers machine learning techniques, which are essential for building and deploying machine learning models.
Software Engineer
Software Engineer
Software Engineers are responsible for designing, developing, and maintaining software applications. They work with stakeholders to gather requirements and create software that meets the needs of the business. This course may be useful for Software Engineers who want to develop the skills they need to design and manage databases. Additionally, the course covers data integration techniques, which are essential for combining data from multiple sources.
Web Developer
Web Developer
Web Developers are responsible for designing and developing websites. They work with stakeholders to gather requirements and create websites that meet the needs of the business. This course may be useful for Web Developers who want to develop the skills they need to design and manage databases. Additionally, the course covers data integration techniques, which are essential for combining data from multiple sources.
Project Manager
Project Manager
Project Managers are responsible for planning, executing, and closing projects. They work with stakeholders to define project scope, develop project plans, and track project progress. This course may be useful for Project Managers who want to develop the skills they need to design and manage databases. Additionally, the course covers project management techniques, which are essential for planning and executing projects.
Product Manager
Product Manager
Product Managers are responsible for defining and managing products. They work with stakeholders to identify customer needs and develop products that meet those needs. This course may be useful for Product Managers who want to develop the skills they need to design and manage databases. Additionally, the course covers product management techniques, which are essential for defining and managing products.
Marketing Manager
Marketing Manager
Marketing Managers are responsible for planning and executing marketing campaigns. They work with stakeholders to identify target markets and develop marketing strategies. This course may be useful for Marketing Managers who want to develop the skills they need to design and manage databases. Additionally, the course covers marketing techniques, which are essential for planning and executing marketing campaigns.
Sales Manager
Sales Manager
Sales Managers are responsible for leading and motivating sales teams. They work with stakeholders to identify sales goals and develop sales strategies. This course may be useful for Sales Managers who want to develop the skills they need to design and manage databases. Additionally, the course covers sales management techniques, which are essential for leading and motivating sales teams.
Operations Manager
Operations Manager
Operations Managers are responsible for planning and executing operations. They work with stakeholders to identify operational goals and develop operational strategies. This course may be useful for Operations Managers who want to develop the skills they need to design and manage databases. Additionally, the course covers operations management techniques, which are essential for planning and executing operations.
Financial Analyst
Financial Analyst
Financial Analysts are responsible for analyzing financial data and making recommendations. They work with stakeholders to identify financial goals and develop financial strategies. This course may be useful for Financial Analysts who want to develop the skills they need to design and manage databases. Additionally, the course covers financial analysis techniques, which are essential for analyzing financial data and making recommendations.
For more career information including salaries, visit:
OpenCourser.com/course/fxuedi/database
Reading list
We've selected 12 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
Database Design and Operational Business Intelligence.
This comprehensive textbook covers all aspects of database systems, from the basics to advanced topics such as data warehousing and data mining. It valuable reference for students, professionals, and anyone who wants to learn more about databases.
Save
Comprehensive textbook on data mining. It covers all aspects of data mining, from data preparation and model selection to model evaluation and deployment. It valuable resource for students, professionals, and anyone who wants to learn more about data mining.
Classic guide to data warehousing. It covers all aspects of data warehousing, from data modeling and ETL to data quality and performance tuning. It valuable resource for anyone who is involved in the design, implementation, or management of a data warehouse.
Provides a comprehensive overview of business intelligence. It covers all aspects of business intelligence, from data collection and analysis to decision-making and strategy. It great resource for those new to business intelligence or who want to learn more about how to use it effectively.
Save
Guide to building a successful business. It covers all aspects of business, from product development and marketing to fundraising and management. It great resource for anyone who is starting or running a business.
Guide to understanding and overcoming the innovator's dilemma. It covers all aspects of the innovator's dilemma, from the challenges of disruptive innovation to the strategies for overcoming them. It great resource for anyone who is involved in innovation.
Save
Provides a comprehensive introduction to Power BI, Microsoft's business intelligence tool. It covers all aspects of Power BI, from data preparation and modeling to creating visualizations and dashboards. It great resource for those new to Power BI or who want to learn more about its capabilities.
Guide to marketing and selling technology products. It covers all aspects of the marketing and sales process, from product positioning and pricing to sales channels and customer support. It great resource for anyone who is marketing or selling technology products.
Save
Guide to developing and executing a successful strategy. It covers all aspects of strategy, from setting goals and objectives to developing and implementing plans. It great resource for anyone who is involved in strategic planning.
Guide to building and running a successful technology company. It covers all aspects of the startup process, from fundraising and hiring to product development and marketing. It great resource for anyone who is starting or running a technology company.
Save
Guide to getting customers for your startup. It covers all aspects of customer acquisition, from marketing and sales to customer service and retention. It great resource for anyone who is starting or running a startup.
Guide to building a successful startup. It covers all aspects of the startup process, from idea validation to customer acquisition and growth. It great resource for anyone who is starting or running a startup.
For more information about how these books relate to this course, visit:
OpenCourser.com/course/fxuedi/database
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