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Hands-On Artificial Intelligence for Banking

You're reading from   Hands-On Artificial Intelligence for Banking A practical guide to building intelligent financial applications using machine learning techniques

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Product type Paperback
Published in Jul 2020
Publisher Packt
ISBN-13 9781788830782
Length 240 pages
Edition 1st Edition
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Authors (2):
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Subhash Shah Subhash Shah
Author Profile Icon Subhash Shah
Subhash Shah
Jeffrey Ng Jeffrey Ng
Author Profile Icon Jeffrey Ng
Jeffrey Ng
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Table of Contents (14) Chapters Close

Preface 1. Section 1: Quick Review of AI in the Finance Industry
2. The Importance of AI in Banking FREE CHAPTER 3. Section 2: Machine Learning Algorithms and Hands-on Examples
4. Time Series Analysis 5. Using Features and Reinforcement Learning to Automate Bank Financing 6. Mechanizing Capital Market Decisions 7. Predicting the Future of Investment Bankers 8. Automated Portfolio Management Using Treynor-Black Model and ResNet 9. Sensing Market Sentiment for Algorithmic Marketing at Sell Side 10. Building Personal Wealth Advisers with Bank APIs 11. Mass Customization of Client Lifetime Wealth 12. Real-World Considerations 13. Other Books You May Enjoy
Automated Portfolio Management Using Treynor-Black Model and ResNet

In the previous chapter, we covered the basic concepts of investment banking. We also learned about the concepts of Mergers and Acquisitions (M&A) and Initial Public Offering (IPO). We examined the clustering model, which is a modeling technique of AI. We looked at detailed steps and examples to solve the problem with auto syndication. We implemented an example that identified acquirers and targets. So, the previous two chapters were intended for the issuers on the securities side of investment banking.

In this chapter, we will look at the dynamics of investors. Investors drive investment behavior strategically. The issuance of equity or debt can be done in either of two ways—via the primary market or the secondary market. The role of the primary market is to issue new securities on behalf of companies, the government, or other groups in order...

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