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as 06-13-2024 4:00pm EST

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Stocks

Technology

Semiconductors

Nasdaq

Semtech Corp is engaged in designing, developing, manufacturing and marketing analog and mixed-signal semiconductors, algorithms and wireless semiconductors, connectivity modules, gateways, routers and connected services for IoT. The company operates in four reportable segments' 1) Signal Integrity, 2) Advanced Protection and Sensing, 3) IoT System and 4) IoT Connected Services. The majority of the company's revenue is earned through Advanced Protection and Sensing Products segment. Geographically majority of the company's revenue is earned from Asia Pacific region.

More About Our SMTC ML Model...

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

To train our stocks SMTC 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 SMTC 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 SMTC 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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