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The Power of Machine Learning: Boost Business, Accumulate Clicks, Fight Fraud, and Deny Deadbeats Duration: 10 hours EBES1 : EBES1
This course will prepare you to participate in the deployment of machine learning – whether you'll do so in the role of enterprise leader or quant. In order to serve both types, this course goes further than typical machine learning courses, which cover only the technical foundations and core quantitative techniques. This curriculum uniquely integrates both sides – both the business and tech know-how – that are essential for deploying machine learning. Learn How To How launching machine learning – aka predictive analytics – improves marketing, financial services, fraud detection, and many other business operationsA concrete yet accessible guide to predictive modeling methods, delving most deeply into decision treesReporting on the predictive performance of machine learning and the profit it generatesWhat your data needs to look like before applying machine learningAvoiding the hype and false promises of “artificial intelligence”AI ethics: social justice concerns, such as when predictive models blatantly discriminate by protected classCourse Outline Power of Machine Learning How launching machine learning – aka predictive analytics – improves marketing, financial services, fraud detection, and many other business operationsA concrete yet accessible guide to predictive modeling methods, delving most deeply into decision treesReporting on the predictive performance of machine learning and the profit it generatesWhat your data needs to look like before applying machine learningAvoiding the hype and false promises of “artificial intelligence”AI ethics: social justice concerns, such as when predictive models blatantly discriminate by protected class
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