This course explores how modern technologies are transforming accounting practice. We begin with a survey of accounting fundamentals and emerging analytics topics, including process mining, text analysis, cloud computing, and cybersecurity. Next, we move into visualization, summarization, and filtering techniques for control testing and auditing, using tools like Python and Pandas to analyze and interpret accounting data. We then explore automation in accounting—from generating invoices programmatically to building dashboards from SQL databases—while introducing the spectrum of automation from basic scripts to intelligent agents. Finally, we focus on data governance, covering core principles, lifecycle management, and frameworks like COSO and COBIT, paired with hands-on exercises using SQL and Git to enforce data quality and maintain an audit trail.

Applying Data Analytics in Accounting

Applying Data Analytics in Accounting
This course is part of Business Analytics Specialization


Instructors: Kimberly Mendoza
Access provided by DBS Bank
10,301 already enrolled
75 reviews
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What you'll learn
Understand analytic issues and topics in accounting.
Conduct audit and control testing tasks using Python and SQL
Perform automation using Python.
Understand data governance.
Skills you'll gain
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There are 4 modules in this course
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This course is part of the following degree program(s) offered by University of Illinois Urbana-Champaign. If you are admitted and enroll, your completed coursework may count toward your degree learning and your progress can transfer with you.Âą
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Reviewed on Oct 20, 2024
Overall, I highly recommend the Applying Data Analytics in Accounting course to anyone who is interested in learning more about the use of data analytics in the accounting profession.
Reviewed on Oct 20, 2022
T​his course was beyond my expectations and i learned a lot from it.
Reviewed on Jul 11, 2025
The instructors provide clear and precise explanations of the tools and trends for applying data analytics in Accounting—Excellent course and instructors!
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