Urban Stats
ITDA - Western Technical College
What is a Semantic Layer? (Dimensional Data Modeling)
A semantic layer is a semantic data model that shows to the business user: a dimensional view (dimensional schema) from a relational schema. It will create/model a logical star schema by: ...
The Difference Between Data Analytics & Business Intelligence | Google Career Certificates - YouTube
Business Intelligence vs. Data Analytics: What Is the Difference?
In a data-driven world, business leaders must explore new tools and applications. Compare business intelligence vs. data analytics in today’s workplace.
How BAs Fit into Projects and Development
As the business analyst (BA) role continues to evolve, the responsibilities continue to expand. One of the best ways for a business analyst to add value to a project is to understand the processes involved in both the project life cycle (PLC) and the software development life cycle (SDLC). Contrary
Power BI Sharing Methods Comparison – All in One Review
Compare all sharing methods for the Power BI content with their pros and cons and best practice use cases mentioned for each.
Power BI: Pivot and Unpivot Columns - Data Bear - Power BI Training and Consulting
In this Power BI post we will take a closer look at the Pivot and Unpivot functionalities in Power Query in Power BI and the usefulness thereof.
Calculated Columns and Measures in DAX - SQLBI
One of the first concepts to learn in DAX is the difference between calculated columns and measures. This article shortly recap the differences.
Understanding context transition in DAX - SQLBI
Context transition is one of the most obscure topics for DAX newbies. In this article we introduce context transition, its effects, and how to leverage it r
Best practices when working with Power Query - Power Query
Best practices when working with Power Query
Parameters - Power Query
An article on how to use parameters in Power Query
Pivot columns (Power Query) - Microsoft Support
In Power Query, you can create a table that contains an aggregate value for each unique value in a column. Power Query groups each unique value, performs an aggregate calculation for each value, and pivots the column into a new table.
Chapter 10 ER Modelling – Database Design – 2nd Edition
Database Keys: The Complete Guide (Surrogate, Natural, Composite & More)
Natural key, surrogate key, composite key. What do these terms mean? And why should you know what they are? In this article, you’ll learn what these terms are, so you can communicate better with ot…
Chapter 11 Data visualization principles | Introduction to Data Science
This book introduces concepts and skills that can help you tackle real-world data analysis challenges. It covers concepts from probability, statistical inference, linear regression and machine learning and helps you develop skills such as R programming, data wrangling with dplyr, data visualization with ggplot2, file organization with UNIX/Linux shell, version control with GitHub, and reproducible document preparation with R markdown.
OLAP Cubes in SQL Server
This article covers the basics of OLAP Cubes implementation using the SQL Server Analysis Service.
How to build a cube from scratch using SQL Server Analysis Services (SSAS)
In this article, we will learn how to create your first cube from scratch using SQL Server Analysis Services (SSAS)
Analysis Services What is the Difference between Tabular and Multidimensional Models
In Microsoft Analysis Services there are two model types: the Multidimensional and the Tabular. In this video, we'll explain what the difference is and which should you choose?
SSAS Multidimensional or SSAS Tabular
Download a free trial of our On-Demand Training Platform: http://pragmaticworks.com/Training/On-Demand-Training?hsCtaTracking=6bdedee8-b89b-420b-883d-37d9e6d...
Database Normalization
The class from the dude at the other college.
RFM Analysis for Customer Segmentation and Profiling using Excel
Yes, this right here.
Practical Introduction to Dimensional Data Design
Very good.
B-trees in 4 minutes — Intro
More technical indexing information
Database Indexing for Dumb Developers
This video explains what happens under the hood when indexing a database and explains why it can lead to performance benefits.
Difference between 3NF and BCNF in simple terms (must be able to explain to an 8-year old)
Boyce-Codd
Entity-Relationship Diagram Symbols and Notation
Confused about ERD Shapes? Check out this guide for a comprehensive look at all ER diagram symbols and notation.
A Practical Introduction to Databases — A Practical Introduction to Databases
A Practical Introduction to Databases, an open educational resource textbook.
Normalization: What does "repeating groups" mean?
Repeating groups are bunk.
Types of Relationships
Identifying vs non-identifying
Non-Identifying vs. Indentifying Relationships
Diagrams and explanations showing the difference between non-identifying (dashed line) and identifying (solid line) relationships in relational database design