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as 12-20-2024 3:38pm EST

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Stocks

Nasdaq

Kaspi.kz JSC is the payment, marketplace, and Fintech ecosystem in Kazakhstan. The firm provides interconnected technologically seamless products and services that help people to pay, shop, and manage their finances. Its operating segment includes the Payments Platform that connects its customers, which consist of both consumers and merchants, to facilitate cashless, digital transactions, the Marketplace Platform that connects merchants and consumers enabling merchants to increase their sales and consumers to buy a broad selection of products and services offered by a variety of merchants, and Fintech Platform that enables customers to manage their personal finances online and access consumer finance and deposit products through the Kaspi.kz Super App.

More About Our KSPI ML Model...

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

To train our stocks KSPI 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 KSPI 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 KSPI 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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