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as 06-13-2024 4:00pm EST

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Applied Optoelectronics Inc is a provider of fiber-optic networking products for the Internet data center, cable television, telecommunications and fiber-to-the-home end markets. The company focuses on designing and manufacturing a range of optical communication products from components, to subassemblies, and modules to complete turn-key equipment. Demand for Applied Optoelectronics is driven by bandwidth demand in end markets. Through direct sales personnel, and manufacturing teams in the United States, China, and Taiwan, the company coordinates with customers to determine product design, qualifications, and performance. The company derives maximum revenue from Taiwan.

More About Our AAOI ML Model...

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

To train our stocks AAOI 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 AAOI 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 AAOI 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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