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Zhe Li
Zhe Li an IT Finance & AI blogger
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Author Archives: Zhe

Reading Financial Data From Different Sources

Python, Python for Algorithmic TradingBy Zhe9 January 2026Leave a comment

The Data Set Suppose that we have file, AAPL.csv in a data folder. Reading from a CSV File with Python Using a csv.DictReader iterator object instead of the standard csv.reader object. Calculate the mean of the Apple closing stock Reading from a CSV File with pandas Use pandas to work with the Apple stock price…

Fundamental Algorithmic Trading Strategies

Financial Trading with Python, Programming, PythonBy Zhe4 January 2026Leave a comment

Any algorithmic trading strategy should entail the following: It should be a model based on an underlying market theory since only then can you find its predictive power. Fitting a model to data with great backtesting results is simple, but usually does not provide sound predictions. It should be as simple as possible – the…

Quiz – Rates and Returns

Business, Finance Analysis, Quantitative MethodBy Zhe2 January 2026Leave a comment

55 Questions (About 15 Questions on exam) Reference: 1. The nominal risk-free rate is best described as the sum of the real risk-free rate and a premium for: A. maturity. B. liquidity. C. expected inflation. C is correct. The nominal risk-free rate is approximated as the sum of the real risk-free interest rate and an inflation premium.…

Risk Modification: Transferring, Shifting, and How to Choose

Business, Finance Analysis, Portfolio ManagementBy Zhe1 January 2026Leave a comment

Risk transfer is the process of passing on a risk to another party, often, but not always, in the form of an insurance policy. Risk Shifting

Risk Modification: Prevention, Avoidance, and Acceptance

Business, Finance Analysis, Portfolio ManagementBy Zhe1 January 2026Leave a comment

Risk Prevention and Avoidance Risk Acceptance: Self-Insurance and Diversification

Measuring and Modifying Risk: Drivers and Metrics

Business, Finance Analysis, Portfolio ManagementBy Zhe1 January 2026Leave a comment

Drivers Metrics

Interactions Between Risks

Business, Finance Analysis, Portfolio ManagementBy Zhe1 January 2026Leave a comment

Identification of Risk – Financial Vs. Non-Financial Risk

Business, Finance Analysis, Portfolio ManagementBy Zhe1 January 2026Leave a comment

Financial Risks Non-Financial Risks

Risk Budgeting

Business, Finance Analysis, Portfolio ManagementBy Zhe1 January 2026Leave a comment

Risk budgeting picks up where risk tolerance leaves off. Whereas risk tolerance focuses on the appetite for risk and what is and is not acceptable, risk budgeting has a more specific focus on how that risk is taken. Risk budgeting quantifies and allocates the tolerable risk by specific metrics; it extends and guides implementation of the…

Risk Tolerance

Business, Finance Analysis, Portfolio ManagementBy Zhe1 January 2026Leave a comment
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