Products specifications

The book has been certified by the International Computer Audit Education Association (ICAEA) as a reliable source for computer auditing education.

The official textbook endorsed by ICAEA for the ICCP (International Certified CAATs Practitioner) certification exams.

Publication Year 2023

With the advent of the AI era, professionals need to select the right tools to meet new opportunities and challenges! This instructional material focuses on the application of big data analysis, text mining, and machine learning in auditing to assist readers in understanding the latest developments in data analysis and smart audit. JCAATs is a new generation audit software developed by Python, which can be executed in a Windows and MAC operation systems with a multi-language, visual, and easy-to-use interface. Non-IT professionals can easily conduct smart data analysis. Through JCAATs' built-in data fusion technology and OPEN DATA connector, heterogeneous data can be quickly analyzed in real-time and effectively identifying anomalies. The book provides several practical examples which allowing you to hands-on practice for smart auditing. This material is suitable for professionals such as accountants, auditors, compliance officers, risk managers, information security professionals, managers at all levels, and college students as a learning reference.

Table of Contents:

Chapter 1 Introduction to Data Analysis and Smart Audit

Chapter 2 Overview of JCAATs - AI Audit software

Chapter 3 Project

Chapter 4 Data

Chapter 5 Expressions

Chapter 6 Validation

Chapter 7 Analysis

Chapter 8 Script

Chapter 9 Text Mining

Chapter 10 Machine Learning

Chapter 11 Reporting

Chapter 12 Sampling

Chapter 13 Tools