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Machine Learning for Finance
1. Introduction
1.0 Why Machine Learning in Finance?
1.1 What Will This Course Cover?
1.2 Getting Started
1.3 Working In The Sandbox
2. Insurance
2.0 Introduction
2.1 Automotive Claims Partitioning
2.2 Finding the Number of Clusters
2.3 Identifying Customer Segments
2.4 Checkpoint
2.5 Discussion Points
3. Investment Services
3.0 Introduction
3.1 Predicting a Rise in Interest Rates
3.2 Predicting the Actual Interest Rate
3.3 Checkpoint
3.4 Discussion Points
4. Pension Funds
4.0 Introduction
4.1 Predicting the Value of Tech Stocks
4.2 Establishing the Portfolio
4.3 Checkpoint
4.4 Discussion Points
5. Investment Banking
5.0 Introduction
5.1 Main Factors Driving the DAX
5.2 Predicting S&P 500 Movement
5.3 Checkpoint
5.4 Discussion Points
6. Conclusion
6.0 What Did You Learn?
5.2 Predicting S&P 500 Movement
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