These notes are based on my understanding and they are intended to be used as a summary for me to go back to from time to time. Anyone reading this should not rely on my summary and should always revert to the original source.
These notes are supplemented with addtional sources and commentary as needed.
BI Book Chapters
This book contains the following chapters:
Chapter 1 – an overview of business intelligence, analytics, and data science.
Chapter 2 – descriptive analytics 1: nature of data, statistical modeling, and visualization.
Chapter 3 – descriptive analytics 2: business intelligence and data warehousing.
Chapter 4 – predictive analytics 1: data mining process, methods, and algorithms.
Chapter 5 – predictive analytics 2: text, web, and social media analytics.
Chapter 6 – prescriptive analytics: optimization and simulation.