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Titlebook: Machine Learning for Auditors; Automating Fraud Inv Maris Sekar Book 2022 Maris Sekar 2022 Auditng.Storytelling.Trusted Advisors.Predictive

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发表于 2025-3-21 17:57:22 | 显示全部楼层 |阅读模式
书目名称Machine Learning for Auditors
副标题Automating Fraud Inv
编辑Maris Sekar
视频video
概述Enables a deeper understanding of your organizational processes and data.Provides valuable skills around storytelling and data analysis techniques.Improves data literacy in the audit team and the orga
图书封面Titlebook: Machine Learning for Auditors; Automating Fraud Inv Maris Sekar Book 2022 Maris Sekar 2022 Auditng.Storytelling.Trusted Advisors.Predictive
描述Use artificial intelligence (AI) techniques to build tools for auditing your organization. This is a practical book with implementation recipes that demystify AI, ML, and data science and their roles as applied to auditing. You will learn about data analysis techniques that will help you gain insights into your data and become a better data storyteller. The guidance in this book around applying artificial intelligence in support of audit investigations helps you gain credibility and trust with your internal and external clients. A systematic process to verify your findings is also discussed to ensure the accuracy of your findings..Machine Learning for Auditors. provides an emphasis on domain knowledge over complex data science know how that enables you to think like a data scientist. The book helps you achieve the objectives of safeguarding the confidentiality, integrity, and availability of your organizational assets. Data science does not need to be an intimidating concept for audit managers and directors. With the knowledge in this book, you can leverage simple concepts that are beyond mere buzz words to practice innovation in your team. You can build your credibility and trust
出版日期Book 2022
关键词Auditng; Storytelling; Trusted Advisors; Predictive Models; Data Analytics; Fraud Detection; Artificial In
版次1
doihttps://doi.org/10.1007/978-1-4842-8051-5
isbn_softcover978-1-4842-8050-8
isbn_ebook978-1-4842-8051-5
copyrightMaris Sekar 2022
The information of publication is updating

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发表于 2025-3-22 05:49:06 | 显示全部楼层
Analytics Structure and Environmentdopt data, all internal audit members need to be trained to work with data. Hence, data literacy must be enabled in all levels of the team in order for it to succeed in powering the analytics needs for the audit department.
发表于 2025-3-22 11:05:59 | 显示全部楼层
Myths and Misconceptionsal application of data science techniques in our everyday work environment. Unfortunately, in certain situations, terms like artificial intelligence, machine learning, and data science have become household names and buzzwords that are used more as conversation starters.
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发表于 2025-3-22 18:04:31 | 显示全部楼层
Why Storytelling?ng can be used to enhance insight generation. We will also cover the general guidelines of good storytelling. Finally, a summary of what to do to craft good data stories as well as what not to do when creating them is listed for reference.
发表于 2025-3-22 23:54:51 | 显示全部楼层
When to Use Storytelling?tions, conveying the impact of the findings, and summarizing the key findings are a few ways storytelling can be leveraged in the audit process. It is better to focus on two to three key messages when it comes to stories, and the business value derived from the stories should determine if storytelling is the most effective tool.
发表于 2025-3-23 05:13:43 | 显示全部楼层
Maris SekarEnables a deeper understanding of your organizational processes and data.Provides valuable skills around storytelling and data analysis techniques.Improves data literacy in the audit team and the orga
发表于 2025-3-23 08:25:31 | 显示全部楼层
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