К содержимому
learnspaceYOUR NEXT CHAPTER
ПРОСТРАНСТВО ОБУЧЕНИЯ
ГлавнаяКаталог курсовМоё обучениеCoursera

Знания без границ

Учитесь у лучших университетов и компаний мира.

Открыть Coursera
Интеграция
Пространство университета
Моё пространствоСтраница курса
↵
ЯЛичный кабинетСтудент
© 2026 LearnSpaceКаждый день — возможность узнать больше.Помощь
Gen AI for Fraud Detection Analytics · LearnSpace
Назад в каталог
courseraIT и технологии

Gen AI for Fraud Detection Analytics

Курс от Edureka
Начальный≈ 3.3 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Welcome to the 'Generative AI in Fraud Detection Analytics' course, where you'll embark on a transformative journey to acquire practical expertise in generative AI for fraud prevention. Throughout this course, you'll delve into the world of AI-driven fraud detection, mastering the fundamentals and exploring real-world applications. By the end of this course, you will be able to: - Gain a comprehensive understanding of generative AI in fraud detection. - Utilize generative AI techniques, especially the LSTM and GAN model, for practical email fraud detection projects, strengthening the capacity to employ AI in real-world fraud prevention scenarios. - Grasp the key concepts of generative AI's role in fraud detection, encompassing ethical considerations and best practices for data handling, establishing a strong foundation in AI-driven fraud analytics. This course is tailored for learners from diverse backgrounds, including data scientists, fraud analysts, AI enthusiasts, and professionals aiming to enhance their skills in fraud analytics. Prior experience in AI and fraud detection is beneficial but not required. Embark on this educational journey to master Generative AI for Fraud Detection Analytics and elevate your expertise in fraud prevention.

Навыки, которые вы освоите

Generative AIRecurrent Neural Networks (RNNs)Email SecurityGenerative Adversarial Networks (GANs)

Программа курса

1 модулей · 29 учебных материалов

01Advanced Fraud Detection using Generative AI29 материалов

Overview of Fraud detection and Generative AI

Gen AI for Fraud Detection AnalyticsВидеоCourse OverviewЧтениеWhat Do You Know about Gen AI for Fraud Detection?DIALOGUEIntroduction to Generative AIВидео

Учитесь у экспертов

Edureka

Преподаватель курса

Gen AI for Fraud Detection Analytics
В каталоге вашей программы

Инвестируйте в себя

Новые знания — в удобное для вас время.

Начать на Coursera

Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 3.3 ч

1 модулей

Язык: Английский

Субтитры: Арабский, Французский, Украинский, Китайский (Китай), Греческий, Итальянский, Бразильский португальский, Нидерландский, Корейский, Немецкий, Русский, Тайский, Индонезийский, Шведский, Турецкий, Испанский, Хинди, Японский, Венгерский, Польский

Часть программы вашего университета
Understanding Gen AI's part in Fraud DetectionВидео
Technological Advancements of Generative AI in Fraud DetectionВидео
How to Use Discussion ForumsЧтение
How do you envision the integration of generative AI in fraud detection transforming the landscape of fraud prevention? Обсуждение
Knowledge Check: Overview of Fraud detection and Generative AIЗадание

Email Fraud Detection using GAN model

Overview of the ProjectВидеоProject DevelopmentВидеоUnleashing the Potential of Natural Language Processing (NLP)ЧтениеIntroduction to LSTM- A deatiled ExplanationЧтениеIntroduction to Generative Adversarial Networks- From core principles to diverse applicationЧтениеUnveiling Vital TensorFlow Keras Imports for GAN DevelopmentЧтениеData Collection and Pre-ProcessingВидеоSetting-up LSTM ModelВидеоSetting-Up GAN Model ArchitectureВидеоHow can generative AI models like GANs (Generative Adversarial Networks) be effectively utilized to improve the accuracy of email spam classification?ОбсуждениеKnowledge Check: Email Fraud Detection using GAN modelЗадание

Best Practices

Real world Application of Fraud Detection using GenAIЧтениеEthical Challenges in Fraud DetectionВидеоRegulatory compliance and Privacy protectionВидеоWhat ethical challenges do you foresee in implementing AI-driven fraud detection systems, and how can these challenges be mitigated?ОбсуждениеKnowledge Check: Best PracticesЗадание

Module Wrap up and Assesment

Final Checkpoint: Reflecting on Gen AI for Fraud DetectionDIALOGUEPractice ProjectЧтениеEnd Course Knowledge Check: Module Wrap Up and AssessmentЗаданиеCourse SummaryВидео