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as 06-21-2024 4:00pm EST

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Stocks

Finance

Investment Bankers/Brokers/Service

Nasdaq

Nomura is Japan's largest broker, about twice the size of rival Daiwa Securities and roughly three times the size of the securities units of the three megabanks. It is also the largest asset-management company in Japan, with a similar size differential compared with its rivals. Despite its topnotch brand name in retail broking and asset management in Japan, Nomura has struggled to compete effectively in the institutional securities business against larger global rivals. In 2008, Nomura bought European and Asian assets of the failed Lehman Brothers, which led to a sharply higher cost base but did not provide commensurate revenue. Nomura has reduced the scale of these businesses but maintains its ambition to compete globally with the top players.

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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