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金融风控实战入门
金融风控实战入门
Udemy
Certificate
USD 79.99
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About this course
本次课程将首次全面公开一线平台金融风控核心技术,覆盖风控全流程,从一线公司的业务出发。主要包括以下内容:五大思路:特征构造、特征选择、算法选择、损失函数构造、业务分析。四大风控算法:监督学习、无监督学习、弱监督学习、复杂网络算法。一套完整的风控流程:数据抓取、反欺诈、风控策略、风控模型、催收。通过这门课程,不仅可以一窥神秘的金融风控领域的全貌、接触来自Exprian、Dis-cover、蚂蚁金服等巨头公司的顶级风控技术,更可以从最新颖、最前沿的项目中,学习如何针对实际业务定制算法、选择模型。
What you'll learn
understand the full financial risk management process
learn feature construction and selection techniques
familiarize with supervised, unsupervised, weakly supervised, and complex network algorithms
develop risk management strategies and models
gain insights into fraud prevention
Skills you'll gain
business analytics
unsupervised learning
risk assessment
data collection
supervised learning
financial risk management
risk strategies
fraud prevention
weak supervision
complex networks
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