Research Design (Select Chapters from The Business Intelligence and Data Analytics Handbook)
Designing data collection methods and performing exploratory data analytics.
These select chapters from the Business Intelligence and Data Analytics Handbook explain how to collect data . These chapters include how to moderate a focus group and how to structure a survey. Once the data is collected, these chapters show how to clean and prep the data for analysis in Python. Instructions on how to code in Python are included. This package includes Python code for many visualizations and hypothesis tests. For AI models and and how to create dashboards, please see the full version of this book.
377 pages
Chapter 1, 4, 5, 6, and Appendix B-I
Please note that this does not include any AI models or how to create a dashboard. It also does not include unstructured data, such as images, audio, or text. These chapters focus on data collection using surveys, focus groups, interviews, or observation. It also includes extraction of data from a database using SQL. Exploratory analysis of this data includes data visualizations, hypothesis tests, and single variable regression. Please note that multiple variable regression and forecasting models are not included in this package.