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Probabilistic Machine Learning for Finance and Investing
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Probabilistic Machine Learning for Finance and Investing
by Deepak K. Kanungo
Probabilistic Machine Learning for Finance and Investing
Preface
1. The Need for Probabilistic Machine Learning
2. Analyzing and Quantifying Uncertainty
3. Quantifying Output Uncertainty with Monte Carlo Simulation
4. The Dangers of Conventional Statistical Methodologies
5. The Probabilistic Machine Learning Framework
6. The Dangers of Conventional AI Systems
7. Probabilistic Machine Learning with Generative Ensembles
8. Making Probabilistic Decisions with Generative Ensembles
Index
About the Author
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