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![Fight Fraud with Machine Learning (MEAP v1)](/uploads/posts/2023-06/1687006127_1731_fight_fraud_with_machin__l_arning__m_ap_v1_.jpg)
Автор: Ashish Ranjan Jha
Издательство: Manning Publications
Год: 2023
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.2 MB
Financial and corporate fraud happen every day, and the fraudsters inevitably leave a digital trail. Machine learning techniques, including the latest generation of LLM-driven AI tools, help identify the telltale signals that a crime is taking place. Fight Fraud with Machine Learning teaches you how to apply cutting edge ML to identify fraud, find the fraudsters, and possibly even catch them in the act. Machine Learning, Artificial Intelligence (AI), has gained immense popularity in the last decade, especially with recent technological advancements such as ChatGPT. AI will eventually be a part of most if not all softwares. This book is an attempt to help integrate Machine Learning into the world of fraud detection. In this cutting-edge book you’ll develop scalable and tunable models that can spot and stop fraudulent activity in online transactions, data stores, even in digitized paper records. You’ll use Python to battle common scams like phishing and credit card fraud, along with new and emerging threats like voice spoofing and deepfakes.