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This course introduces sampling and exploring data, as well as basic probability theory and Bayes' rule. We will examine various sampling methods, and discuss how such methods can impact inference. A variety of exploratory data analysis techniques will be covered, including numeric summary statistics and basic data visualisation. We will use Python with ChatGPT for exercises.
This course teaches the technical skills needed to analyse financial statements and disclosures for use in financial analysis. We will learn how accounting standards and managerial incentives affect financial reporting. We will also learn how to read the three most common financial statements: the income statement, balance sheet, and statement of cash flows.
This course covers three core topics in customer loyalty.
Branding: Brand equity is one of the key elements of retaining customers in a dynamic world in which new startups are emerging constantly.
Customer centricity: Not synonymous with customer service, customer centricity starts with customer focus and need-gathering.
Go-to-market strategies: Understand the drivers that influence customers and see how these are implemented prior to making an investment.
This course teaches the fundamentals of finance, emphasising their application to a wide variety of real-world situations spanning personal finance, corporate decision-making, and financial intermediation. Key concepts and applications include: time value of money, risk-return tradeoff, cost of capital, interest rates, retirement savings, mortgage financing, auto leasing, capital budgeting, asset valuation, discounted cash flow (DCF) analysis, net present value, internal rate of return, hurdle rate and payback period.
This course will help you become a better negotiator by developing a framework that will allow you to make principled arguments that persuade others. It will allow you to see beneath the surface of apparent conflicts to uncover the underlying interests. You will be better able to predict, interpret, and shape the behaviour of those you face in competitive situations. We will discuss a wide-ranging set of topics including preparing for a negotiation, making ultimatums, avoiding regret, expanding the pie, and dealing with someone who has a very different perspective on the world. Advanced topics include negotiating when you have no power, negotiating over email, and the role of gender differences in negotiation.
Supply chain management integrates key processes like procurement, inventory management, production, and distribution. By optimising these, startups enhance overall efficiency and improve customer satisfaction. Keeping multiple sources for procurement, just-in-time delivery, demand-based inventory management are key ideas that will be covered.