Introduction to Data Analytics for Accounting: 2026 Release ISE
1265156050
·
9781265156053
The combination of computerization and automation of many accounting tasks as well as the explosion of available data is changing the accounting profession. To address this,accountants are increasingly required to have an analytics mindset to perform…
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1. Ask the Question: Using Data Analytics to Address Accounting Questions
2. Master the Data: An Introduction to Accounting Data
3. Master the Data: Data Types Used in Accounting
4. Master the Data: Preparing Data for Analysis
5. Perform the Analysis: Types of Data Analytics
6. Perform the Analysis: Descriptive Analytics
7. Perform the Analysis: Diagnostic Analytics
8. Perform the Analysis: Predictive Analytics
9. Perform the Analysis: Prescriptive Analytics
10. Share the Story
11. Capstone Projects Using the AMPS Model
12. Financial Statement Analysis
13. Managerial Accounting Analytics
Appendix
A: Excel Tutorial
B: Tableau Tutorial
C: Power BI Tutorial
2. Master the Data: An Introduction to Accounting Data
3. Master the Data: Data Types Used in Accounting
4. Master the Data: Preparing Data for Analysis
5. Perform the Analysis: Types of Data Analytics
6. Perform the Analysis: Descriptive Analytics
7. Perform the Analysis: Diagnostic Analytics
8. Perform the Analysis: Predictive Analytics
9. Perform the Analysis: Prescriptive Analytics
10. Share the Story
11. Capstone Projects Using the AMPS Model
12. Financial Statement Analysis
13. Managerial Accounting Analytics
Appendix
A: Excel Tutorial
B: Tableau Tutorial
C: Power BI Tutorial
The combination of computerization and automation of many accounting tasks as well as the explosion of available data is changing the accounting profession. To address this,
accountants are increasingly required to have an analytics mindset to perform their jobs. Building upon the fundamentals of accounting learned in prior courses, Introduction to Data Analytics for Accounting explores accounting concepts through the application of data analytics. W e recognize students need to not only develop the skills to ask the right questions, but to learn how to use tools they may encounter in the workplace such as Excel®, Tableau®, and PowerBI® to examine and analyze data, and then effectively interpret results to make business decisions. This analytics mindset is crucial early in the study of accounting to meet the demands of today’ s accounting jobs.
accountants are increasingly required to have an analytics mindset to perform their jobs. Building upon the fundamentals of accounting learned in prior courses, Introduction to Data Analytics for Accounting explores accounting concepts through the application of data analytics. W e recognize students need to not only develop the skills to ask the right questions, but to learn how to use tools they may encounter in the workplace such as Excel®, Tableau®, and PowerBI® to examine and analyze data, and then effectively interpret results to make business decisions. This analytics mindset is crucial early in the study of accounting to meet the demands of today’ s accounting jobs.