Fintech: AI & Machine Learning in the Financial Industry

The University of Texas at Austin via edX Professional Education

edX Professional Education based on 0 ratings

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Overview

This is the third in a series of courses on financial technology, also called Fintech. This course provides an overview of machine learning applications in finance. The course is structured into three main modules. In the first one, we will survey the crowdfunding market. We will talk about equity crowdfunding and P2P or marketplace lending. In the second module, we will first learn what artificial intelligence is, and the attempts to create machines and algorithms that can replicate,...

Syllabus

Week 1: P2P Crowdfunding - Equity Crowdfunding - Marketplace Lending Week 2: Overview of Artificial Intelligence - Measuring Accuracy - Overfitting - Linear Machine Learning Models Week 3: - Non-linear Machine Learning Models - Deep learning - Credit Modeling Week 4: - Robo-advising - Social Investing - Quantitative Investing