We have embarked on a long journey through commercial banking (Chapter 2, Time Series Analysis and Chapter 3, Using Features and Reinforcement Learning to Automate Bank Financing), investment banking (Chapter 4, Mechanizing Capital Market Decisions and Chapter 5, Predicting the Future of Investment Bankers), security sales and trading (Chapter 6, Automated Portfolio Management Using Treynor-Black Model and ResNet and Chapter 7, Sensing Market Sentiment for Algorithmic Marketing at Sell Side), and consumer banking (Chapter 8, Building Personal Wealth Advisers with Bank APIs and Chapter 9, Mass Customization of Client Lifetime Wealth) within the banking industry. This section accompanies a sample corporate client—Duke Energy—on its journey from commercial banking through to investment banking. In investment banking, we begin by introducing the investment communities who are on the buying side of the securities...
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