Design a Data Warehouse with SQL Server and AdventureWorksDB
Design a Data Warehouse with SQL Server and AdventureWorksDB, Leveraging AdventureWorks2016: Building a Data Warehouse from Scratch.
In this course, students will acquire the foundational knowledge and skills necessary to design and implement a data warehouse – a core component of modern data infrastructure. This course offers an immersive exploration into the world of data warehousing using SQL Server, a leading database management system, and the AdventureWorks2016 database, which provides real-world business data.
The initial phase of the course familiarizes students with key data warehousing concepts, an indispensable part of understanding the rationale behind data warehousing. It covers the specific need for data warehouses, highlighting how they facilitate complex data analysis, reporting, and decision-making tasks for businesses. Students will also delve into the components that constitute a data warehouse and learn about various types of data warehouses, thereby broadening their understanding of the diversity in data storage structures.
The course transitions to Business Intelligence, revealing its integral relationship with data warehousing. Students will grasp how data warehouses underpin business intelligence processes, supporting data-driven decision-making across various industries.
A significant focus of the course lies in mastering SQL Server, the platform used to create and manage the data warehouse. Students will not only familiarize themselves with the software but also learn the installation prerequisites, ensuring they can comfortably set up SQL Server environments. Essential operations within SQL Server will be covered alongside an introduction to Transact-SQL (T-SQL), the query language used for communicating with the database.
The AdventureWorks2016 database will be utilized as a practical tool throughout the course. This multi-dimensional, sample database offers students a hands-on learning experience, allowing them to implement learned concepts immediately. Through this database, students will explore DBMS and RDBMS fundamentals, enhancing their comprehension of how data is organized, accessed, and managed.
As the course advances, students will comprehend the critical concept of schemas, particularly Star and Snowflake schemas. Through step-by-step SQL code examples, they will learn to build these schemas, providing them with practical knowledge to construct and visualize data warehouse designs.
A pivotal aspect of data warehousing is the use of Dimension and Fact tables. Students will learn to create these using the AdventureWorks2016 database, thereby understanding how to structure and connect different types of data within the warehouse. The course will also teach how to enhance database performance through Indexes and Partitioning, crucial for efficient data retrieval in large databases.
The capstone of the course will involve designing a Data Warehouse using AdventureWorks2016. Students will learn to create a Data Warehouse Database and apply their cumulative knowledge of schemas, fact tables, dimension tables, and performance optimization to this process.
Ideal for aspiring data professionals, this course emphasizes practical application alongside theoretical knowledge, providing a well-rounded understanding of data warehousing. Whether you’re aiming for a role as a data analyst, database administrator, or data scientist, or just looking to augment your skills in handling business data, this course offers comprehensive, valuable insights into data warehousing using SQL Server.