Machine Learning for Auditors Automating Fraud Investigations Through Artificial Intelligence 1st Edition by Maris Sekar – Ebook PDF Instant Download/Delivery: 9781484280508 ,1484280504
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Product details:
ISBN 10: 1484280504
ISBN 13: 9781484280508
Author: Maris Sekar
Machine Learning for Auditors Automating Fraud Investigations Through Artificial Intelligence 1st Edition Table of contents:
Part I. Trusted Advisors
1. Three Lines of Defense
2. Common Audit Challenges
3. Existing Solutions
4. Data Analytics
5. Analytics Structure and Environment
Part II. Understanding Artificial Intelligence
6. Introduction to AI, Data Science, and Machine Learning
7. Myths and Misconceptions
8. Trust, but Verify
9. Machine Learning Fundamentals
10. Data Lakes
11. Leveraging the Cloud
12. SCADA and Operational Technology
Part III. Storytelling
13. What Is Storytelling?
14. Why Storytelling?
15. When to Use Storytelling?
16. Types of Visualizations
17. Effective Stories
18. Storytelling Tools
19. Storytelling in Auditing
Part IV. Implementation Recipes
20. How to Use the Recipes
21. Fraud and Anomaly Detection
22. Access Management
23. Project Management
24. Data Exploration
25. Vendor Duplicate Payments
26. CAATs 2.0
27. Log Analysis
28. Concluding Remarks
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Tags: Maris Sekar, Machine Learning, Auditors Automating, Fraud Investigations, Artificial Intelligence