Financial & Educational Disclaimer

Quant Nugget ("Quant Nugget," "we," "us") is an educational platform. Everything on this site, including lessons, code, charts, datasets, and any output produced by the in-browser code cells, is provided for general informational and educational purposes only.

Not investment or financial advice

Nothing on Quant Nugget is investment, financial, legal, tax, or accounting advice, and nothing here is a recommendation, solicitation, or offer to buy, sell, or hold any security, asset, or financial instrument. The content is general in nature and is not personalized to your circumstances, objectives, or risk tolerance.

Quant Nugget is not a registered investment adviser, broker-dealer, or financial planner, and no content here should be interpreted as advice from one. We do not manage money, place trades, or provide individualized recommendations. If you want advice tailored to your situation, consult a licensed professional.

Markets involve risk

• Trading and investing involve substantial risk of loss, including the possible loss of your entire investment. They are not suitable for every person.
• Any strategy, backtest, or result shown is illustrative. Past or hypothetical performance is not indicative of future results. Backtests are computed on historical data and do not reflect real trading, costs, slippage, or live conditions.
• You are solely responsible for your own decisions. Do your own research and, where appropriate, seek independent professional advice before acting on anything you learn here.

About the data

Market and other data on this site is provided "as is" for teaching, may be delayed, incomplete, adjusted, simulated, or inaccurate, and must not be relied upon for actual trading or investment decisions. Some datasets are synthetic and exist only to illustrate a concept. We make no warranty as to the accuracy, completeness, or timeliness of any data.

No warranty

Quant Nugget is provided without warranties of any kind. To the fullest extent permitted by law, we disclaim all liability for any loss or damage arising from your use of, or reliance on, the site or its content. Your use of Quant Nugget is also governed by our Terms of Service.