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所在平台: Udemy |
课程主页: https://www.udemy.com/course/ai-for-risk-management-compliance-excellence/
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课程名称：人工智能在风险管理与合规卓越中的应用 课程概述： 想要利用人工智能（AI）提升风险管理与合规能力，却不知从何着手？本课程将为您提供全方位的学习体验，帮助您掌握AI在风险管理与合规领域的应用，包括：如何利用AI实现风险管理与合规卓越、成功案例分析、AI实施的基本构建块，以及如何将这些构建块实际应用于风险管理与合规。 课程内容包括但不限于以下主题： - 风险识别与预测 - 合规自动化 - 实时监控与预警 - 欺诈检测与预防 - 风险评分与优先级排序 - AI驱动的审计与控制 - 合规培训与政策解读 - 第三方风险管理 - 情景分析与压力测试 - 报告与法规备案 您可以免费预览许多课程讲座，亲自体验课程内容。在学习过程中，您可以随时提问以澄清相关疑惑。课程还提供Udemy 30天退款保证。 我于2010年代初期开始接触AI在风险管理与合规领域的应用，深耕于金融服务行业，包括反欺诈模型、文本分析等。随着时间的推移，AI逐渐嵌入企业风险管理功能，尤其是在2019至2022年间，AI在反洗钱和合规监测中的应用显著提升。 从2023年至今，我们进入了大型语言模型（LLM）与生成式AI的新时代，AI能力不断扩展，应用范围涵盖金融、医疗和制造等多个行业。 在本课程中，我会分享我在这一过程中的学习与经验，帮助您成功运用AI实现风险管理与合规卓越。欢迎您免费预览课程内容，若喜欢，请加入课程，享受学习与成长的过程！务必记得在报名后与我联系，任何问题我都会乐于提供帮助。
Want to use AI (Artificial Intelligence) for Risk Management & Compliance Excellence but don't know what to do and how?Take a look at this course where you willNot only learn about AI for Risk Management & Compliance including how AI helps build Excellence in Risk Management & Compliance, Case Studies of AI helping build Excellence, Building Blocks of using AI to build Risk Management & Compliance Excellence and How to implement these AI Building Blocks for Risk Management & Compliance Excellence in but alsoRisk Identification & Prediction, Regulatory Compliance Automation, Real-time Monitoring & Alerts, Fraud Detection & Prevention, Risk Scoring & Prioritization, AI-Driven Audit and Controls, Compliance Training & Policy Interpretation, Third-party Risk Management, Scenario Analysis & Stress Testing and Reporting & Regulatory FilingsPreview many lectures for free to see the content for yourselfClear your doubts on this topic any time while doing the courseGet Udemy's 30 days Money Back GuaranteeMy exposure to AI for Risk Management & Compliance Excellence started as early as the 2010s, with Early Adoption in 2010-2014 with Financial services sector leading the way with Use Cases in:· Machine learning in anti-fraud models (e.g., credit card fraud)· Text analytics in e-discovery and legal document review· Beginning of AML transaction monitoring with pattern detectionI continued to learn during 2015-2018 (Acceleration & Regulatory Attention) with· Key Drivers:o Growth of RegTech startups (e.g., ComplyAdvantage, Ayasdi)o Data explosion from digital systems and transaction logso Regulatory pressure post-2008 crisis (Basel III, GDPR, FATCA)· When AI was Used For:o Know Your Customer (KYC) automationo Sanctions list screening with NLPo Early use of natural language generation (NLG) in reportingo Predictive analytics for operational riskI continued to learn with 2019-2022 (Mainstream Integration Phase) when· AI became embedded in enterprise risk functions:o Anomaly detection in AML & internal audito ESG risk scoring using news and social media data (NLP-based)o Real-time compliance monitoring using ML models· COVID-19 (2020) accelerated demand for:o Remote audit and compliance toolso AI-enhanced scenario planning and supply chain risk modelsAnd I continue to learn more from 2023-Now (LLM & Generative AI Era) with· AI Capabilities Expanded:o Generative AI simulates adverse risk scenarioso GPT-based tools generate audit reports, incident summarieso Large Language Models (LLMs) analyze regulatory documents and policies· Adoption Across Sectors:o Banking: SAR automation, model governanceo Healthcare: HIPAA compliance document generationo Manufacturing: Predictive risk scores for vendors and ESG complianceI bring in this course my learnings from this journey and share with you how can you also can successfully use AI for Risk Management & Compliance ExcellencePreview for yourself many lectures free. If you like the content, enroll for the course, enjoy and skill yourself to start using AI for Risk Management & Compliance Excellence!Please remember that this course comes with Udemy's 30 days Money Back GuaranteePlease remember to reach out to me for any help in enjoying this course after you enroll
