{"product_id":"machine-learning-for-auditors-automating-fraud-investigations-through-artificial-intelligence-9781484280508","title":"Machine Learning for Auditors: Automating Fraud Investigations Through Artificial Intelligence","description":"\u003cp\u003e • Author(s): Maris Sekar\u003cbr\u003e • Publisher: Springer Verlag\u003cbr\u003e • Publisher Imprint: Springer\u003cbr\u003e • Subject: Computer Science and Information Technology\u003cbr\u003e • BISAC: Information Theory\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eFrom the Back Cover\u003c\/b\u003e\u003cbr\u003eUse 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.\u003cbr\u003e\u003ci\u003eMachine Learning for Auditors\u003c\/i\u003e 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 with your internal and external clients by understanding the data that drives your organization.\u003cbr\u003eWhat You Will Learn\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eUnderstand the role of auditors as trusted advisors\u003c\/li\u003e\n\u003cli\u003ePerform exploratory data analysis to gain a deeper understanding of your organization\u003c\/li\u003e\n\u003cli\u003eBuild machine learning predictive models that detect fraudulent vendor payments and expenses\u003c\/li\u003e\n\u003cli\u003eIntegrate data analytics with existing and new technologies\u003c\/li\u003e\n\u003cli\u003eLeverage storytelling to communicate and validate your findings effectively\u003c\/li\u003e\n\u003cli\u003eApply practical implementation use cases within your organization\u003c\/li\u003e\n\u003c\/ul\u003e \u003cp\u003e\u003c\/p\u003e","brand":"Apress","offers":[{"title":"Paperback","offer_id":45130607296663,"sku":"9781484280508","price":4434.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781484280508.webp?v=1769206753","url":"https:\/\/atlanticbooks.com\/products\/machine-learning-for-auditors-automating-fraud-investigations-through-artificial-intelligence-9781484280508","provider":"Atlantic Books","version":"1.0","type":"link"}