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as 06-18-2024 9:30am EST

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IPG Photonics Corp is a vertically integrated developer and manufacturer of high-performance fiber lasers, fiber amplifiers, and diode lasers, which are used in diverse applications in the manufacturing, automotive, industrial, aerospace, semiconductor, and consumer end markets. A large majority of the firm's revenue is derived from materials processing applications for fiber lasers, including cutting and welding, marking and engraving, and micro-processing. The company generates a majority of its revenue from China and also has its presence in North America, Japan, Germany, and other markets.

More About Our IPGP ML Model...

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

To train our stocks IPGP 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 IPGP 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 IPGP 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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