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as 12-18-2024 4:00pm EST

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Stocks

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Nomura Holdings Inc is a financial services group in Japan and operates offices in countries and regions worldwide including Japan, the U.S., the U.K., Singapore, and the Hong Kong Special Administrative Region ("Hong Kong") through its subsidiaries. The company's clients include individuals, corporations, financial institutions, governments, and governmental agencies. The company's business consists of Wealth Management*, Investment Management, and Wholesale. The company generates the majority of its revenue from the wholesale segment. The Wholesale Division consists of two businesses, Global Markets, which is mainly engaged in the trading, sales, and structuring of financial products, and Investment Banking which is engaged in advisory, financing, and solutions businesses.

More About Our NMR ML Model...

What kind of parameters do you use to train NMR stocks ML model?

To train our stocks NMR ML model, we use historical data with over 25 parameters, including volume indicators, volatility indicators, momentum indicators, trend indicators, and other metrics.

How often do you update NMR ML model?

We update our ML model either weekly or biweekly, depending on the market capitalization of the stocks, using TensorFlow, typically over the weekend.

Why is the accuracy of your NMR model low?

Unfortunately, our current data provider offers limited historical data, which impacts the accuracy of our ML model. However, as we continue to gather more data over time and add more indicators, we expect the accuracy of our model to improve.

How can I provide and share more data with you to increase your ML model accuracy?

We would greatly appreciate your contribution. Please send an email to [email protected]

Do you offer an ML model for shorter time periods, such as 5 minutes or 15 minutes?

Yes, we offer it for strategy purposes only, with intervals: 1 minute, 2 minutes, 5 minutes, 15 minutes, and 30 minutes etc.

Can I rely on your ML model to make financial decisions regarding buying or selling stocks, or is it only intended for learning purposes?

Our ML model is primarily designed for educational purposes and is not intended to provide financial advice. We strongly recommend consulting with a financial advisor before making any buying or selling decisions.

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