Cover image for Methods in Audit Data Analytics: Case Studies

Methods in Audit Data Analytics: Case Studies

Apply audit analytics through cases that reveal fraud, inefficiency, and risk

Sophie GoodwinPHHM

Created by Sophie Goodwin, Phil Hurd, Hernan Murdock

Explore how audit analytics can uncover fraud, inefficiency, and risk by working through real-world case studies. You'll learn to assess data integrity, analyze both structured and unstructured sources, and use modern tools like predictive analytics and visualization. The course also introduces AI, machine learning, and quantum computing as they relate to audit work.

ACI | 135 min

What You Will Learn

You'll work through practical cases that show how audit analytics can reveal issues and opportunities. Each section focuses on applying specific techniques, from checking data quality to using visualization for clear communication. You'll also look ahead to how new technologies are changing the audit field.

Key Features

  • Apply analytics to real audit cases to detect fraud, inefficiency, and risk
  • Evaluate data quality and work with both structured and unstructured data
  • Explore predictive analytics, AI, and machine learning in audit scenarios

Target Audience

This course is ideal for compliance officers, audit managers, financial and IT auditors, risk professionals, and analysts who want to see audit analytics in action. If you have some experience with auditing and want to strengthen your skills in data analysis, visualization, and emerging technologies, you'll find these case-based examples especially useful.

Related courses

Cover image for Methods in Audit Data Analytics: Analyzing AP, Creating the Future of Audit DA
Cover image for IT Audit School: Databases and the Internet of Things (IoT)
Cover image for Managing the Internal Audit Department: Strategic Partners, the Audit Committee, and the Board
Cover image for Internal Audit Quality Assurance
Cover image for Managing the Internal Audit Department: Audit Tools and Methodologies
Cover image for IT Audit School: Audit Planning