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as 06-12-2024 4:00pm EST

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Stocks

Telecommunications

Computer Communications Equipment

Nasdaq

Juniper Networks Inc is engaged in designing, developing, and selling products and services for high-performance networks to enable customers to build scalable, reliable, secure, and cost-effective networks for their businesses while achieving agility and improved operating efficiency through automation. The company's high-performance network and service offerings include routing, switching, Wi-Fi, network security, artificial intelligence (AI) or AI-enabled enterprise networking operations (AIOps), and software-defined networking (SDN) technologies. In addition to the company's products, the company offers its customers a variety of services, including maintenance and support, professional services, Software-as-a-Service ("SaaS"), and education and training programs.

More About Our JNPR ML Model...

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

To train our stocks JNPR 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 JNPR 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 JNPR 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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