Machine Learning in Finance - Computational Finance | Lecture Notes - YNetStudyHub
Computational Finance

Machine Learning in Finance

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Exploring the application of machine learning techniques such as regression, classification, clustering, and neural networks in analyzing financial data, predicting market trends, and developing trading algorithms.

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Unit Syllabus 8 Topics
1
Introduction to Computational Finance
Time Value of Money and Discounted Cash Flows
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Portfolio Optimization Techniques
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Option Pricing Models
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Risk Management in Finance
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Machine Learning in Finance
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High-Frequency Trading and Algorithmic Trading
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Quantitative Trading Strategies
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